{"id":4520,"date":"2025-02-08T11:00:26","date_gmt":"2025-02-08T11:00:26","guid":{"rendered":"https:\/\/www.probool.com\/?p=4520"},"modified":"2025-03-25T14:03:11","modified_gmt":"2025-03-25T14:03:11","slug":"grafico-np","status":"publish","type":"post","link":"https:\/\/www.probool.com\/?p=4520","title":{"rendered":"Gr\u00e1fico NP"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4520\" class=\"elementor elementor-4520\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b043db6 e-flex e-con-boxed e-con e-parent\" data-id=\"b043db6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd44685 elementor-widget elementor-widget-text-editor\" data-id=\"fd44685\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<script src=\"https:\/\/kit.fontawesome.com\/a076d05399.js\" crossorigin=\"anonymous\"><\/script>\n<style>\n.sub {vertical-align: sub; font-size: smaller;}\n.sup {vertical-align: sup; font-size: small;}\n.voltar {text-align: right;}\n.padleft{padding-left: 15px;}\n.wing01 {margin-top: 0.00px; margin-botton: 0.00px; padding-left: 0px; font-size: 15px; color: #0000ff; text-shadow: 1px 1px 1px #0000ff}\n.wing02 {margin-top: 0.00px; margin-botton: 0.00px; padding-left: 0px; font-size: 15px; color: #000000; text-shadow: 1px 1px 1px #000000}\n.wing03 {margin-top: 0.00px; margin-botton: 0.00px; padding-left: 0px; font-size: 15px; color: #ff0000; text-shadow: 1px 1px 1px #ff0000}\n.wing04 {margin-top: 0.00px; margin-botton: 0.00px; padding-left: 0px; font-size: 15px; color: #00ff00; text-shadow: 1px 1px 1px #00ff00}\n.wing05 {margin-top: 0.00px; margin-botton: 0.00px; padding-left: 0px; font-size: 15px; color: #000000; text-shadow: 1px 1px 1px #000000}\n.MsoNormal {margin-botton: 0px; Margin-top: 25px; padding-left: 15px;}\n.MsoNormal1 {margin-botton: 0px; Margin-top: 0px; padding-left: 10px;}\n.MsoNormal2 {margin-botton: 25px; Margin-top: 25px; padding-left: 0px}\n.azul1 {color: #0000ff;}\n.azul2 {color: #3333cc;}\n.azul3 {color: #000099;}\n.azul4 {color: #001f3f;}\n.verde1 {color: #006600;}\n.verde2 {color: #009999;}\n.verde3 {color: #33cc33;}\n.vermelho {color: #ff0000;}\n.preto {color: #000000;}\n.laranja {color: #f8981d;}\n.cinza {color: #999999;}\n.castanho1 {color: #663300;}\n.castanho2 {color: #996600;}\n.castanho3 {color: #cc6600;}\n.roxo {color: #990099;}\n.table, td {border: 1px solid black; border-collapse: collapse;}\n.table2, td {border: 0px ; border-collapse: collapse;}\n.sobrelinhado {position: relative; display: inline-block;}\n.sobrelinhado::before {content: \"\"; position: absolute; top: 0; left: 0; width: 100%; height: 1px; background-color: black; transform: translateY(-100%);}\n<\/style>\n\n<h4 id=\"indice\" class=\"MsoNormal\"><strong><span class=\"azul4\">\u00cdndice<\/span><\/strong><\/h4>\n<ul><a id=\"101\"><\/a><a href=\"#sec101\"><span class=\"azul2\"><u>Introdu\u00e7\u00e3o<\/u><\/span><\/a><\/ul>\n<ul><a id=\"102\"><\/a><a href=\"#sec102\"><span class=\"azul2\"><u>Aplicabilidade do Gr\u00e1fico NP<\/u><\/span><\/a><\/ul>\n<ul><a id=\"103\"><\/a><a href=\"#sec103\"><span class=\"azul2\"><u>Processos que Beneficiam dos Gr\u00e1ficos NP<\/u><\/span><\/a><\/ul>\n<ul><a id=\"104\"><\/a><a href=\"#sec104\"><span class=\"azul2\"><u>Conceitos Te\u00f3ricos &#8211; Gr\u00e1fico NP<\/u><\/span><\/a><\/ul>\n<ul><a id=\"105\"><\/a><a href=\"#sec105\"><span class=\"azul2\"><u>An\u00e1lise de Tend\u00eancias de um Gr\u00e1fico NP<\/u><\/span><\/a><\/ul>\n<ul><a id=\"106\"><\/a><a href=\"#sec106\"><span class=\"azul2\"><u>Limita\u00e7\u00f5es do Gr\u00e1fico NP<\/u><\/span><\/a><\/ul>\n<ul><a id=\"107\"><\/a><a href=\"#sec107\"><span class=\"azul2\"><u>Exemplo Pr\u00e1tico<\/u><\/span><\/a><\/ul>\n<ul><ul><span class=\"wing02\"><\/span><span class=\"padleft\"><\/span><a id=\"108\"><\/a><a href=\"#sec108\"><span class=\"azul2\"><u>An\u00e1lise das Tend\u00eancias Observadas no Gr\u00e1fico NP<\/u><\/span><\/a><\/ul><\/ul>\n<ul><a id=\"109\"><\/a><a href=\"#sec109\"><span class=\"azul2\"><u>Notas Finais<\/u><\/span><\/a><\/ul>\n\n<h4 id=\"sec101\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">Introdu\u00e7\u00e3o<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"MsoNormal2\"><\/span>O <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> \u00e9 uma ferramenta essencial no controlo estat\u00edstico da qualidade, permitindo monitorizar o n\u00famero absoluto de itens n\u00e3o conformes em amostras de tamanho fixo ao longo do tempo. Ao contr\u00e1rio de outros gr\u00e1ficos de controlo, como o <b>Gr\u00e1fico P<\/b>, o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> foca-se na simplicidade e clareza visual, sendo ideal para processos onde as amostras mant\u00eam uma dimens\u00e3o constante.<\/ul>\n<ul><span class=\"MsoNormal2\"><\/span>Este documento apresenta uma vis\u00e3o abrangente sobre as aplica\u00e7\u00f5es, vantagens e limita\u00e7\u00f5es do <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong>. Exploramos a sua aplicabilidade em diferentes setores, desde a inspe\u00e7\u00e3o de produtos acabados e auditorias operacionais at\u00e9 \u00e0 produ\u00e7\u00e3o automatizada e ao controlo laboratorial. Al\u00e9m disso, discutimos como identificar tend\u00eancias atrav\u00e9s desta ferramenta e como interpretar os resultados para implementar melhorias cont\u00ednuas nos processos. Por fim, apresentamos exemplos pr\u00e1ticos que ilustram o uso eficaz do <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> para assegurar a qualidade e estabilidade em processos industriais e de servi\u00e7os.<\/ul>\n<ul><span class=\"MsoNormal2\"><\/span>Com este estudo, espera-se contribuir para que gestores e operadores utilizem o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> como parte de uma estrat\u00e9gia mais ampla de controlo estat\u00edstico da qualidade, promovendo decis\u00f5es informadas e a melhoria cont\u00ednua dos processos produtivos.<\/ul>\n<p class=\"voltar\"><a href=\"#101\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec102\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">Aplicabilidade do Gr\u00e1fico NP<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"MsoNormal2\"><\/span>A aplica\u00e7\u00e3o do <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> tem por base:<\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"preto\">Dados bin\u00e1rios<\/span><\/strong>: cada item \u00e9 classificado como &#8220;conforme&#8221; ou &#8220;n\u00e3o conforme&#8221;.<\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: uma pe\u00e7a \u00e9 aceite ou rejeitada durante uma inspe\u00e7\u00e3o.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"preto\">Amostras de tamanho fixo<\/span><\/strong>: todas as amostras recolhidas t\u00eam o mesmo n\u00famero de itens.<\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: 100 pe\u00e7as inspecionadas por turno, todos os dias.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"preto\">Foco no n\u00famero absoluto de defeitos<\/span><\/strong>: em vez de propor\u00e7\u00f5es (<b>P<\/b>), analisa-se o n\u00famero total de itens n\u00e3o conformes por amostra.<\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: contar os itens defeituosos num lote de produ\u00e7\u00e3o.<\/ul><\/ul>\n<p class=\"voltar\"><a href=\"#102\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec103\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">Processos que Beneficiam dos Gr\u00e1ficos NP<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Inspe\u00e7\u00e3o de Produtos Acabados<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: controle do n\u00famero de produtos defeituosos em lotes com tamanho fixo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria de Embalagens<\/span><\/strong>: controlo de caixas de cart\u00e3o com falhas de impress\u00e3o num lote fixo de 200 unidades.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria de Brinquedos<\/span><\/strong>: inspe\u00e7\u00e3o de bonecos com defeitos vis\u00edveis num lote de 50 pe\u00e7as.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: monitoriza a consist\u00eancia na qualidade de produtos acabados e permite compara\u00e7\u00f5es entre lotes.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Inspe\u00e7\u00e3o Visual<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: dete\u00e7\u00e3o de itens defeituosos num conjunto uniforme de produtos.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria Autom\u00f3vel<\/span><\/strong>: contagem de carro\u00e7arias com defeitos de pintura num lote de 20 unidades.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Produ\u00e7\u00e3o de Vidros<\/span><\/strong>: identifica\u00e7\u00e3o de vidros com rachaduras ou bolhas num lote de 100 janelas.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: garante a monitoriza\u00e7\u00e3o sistem\u00e1tica da qualidade de inspe\u00e7\u00f5es visuais.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Rejei\u00e7\u00e3o em Linhas de Produ\u00e7\u00e3o<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: monitoriza\u00e7\u00e3o do n\u00famero absoluto de produtos rejeitados devido a falhas espec\u00edficas.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria Alimentar<\/span><\/strong>: controlo de pacotes de snacks rejeitados por problemas de peso num lote de 1.000 unidades.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Produ\u00e7\u00e3o de Latas de Bebidas<\/span><\/strong>: registo de latas amolgadas ou sem tampa num lote fixo de 500 latas.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: ajuda a identificar tend\u00eancias de rejei\u00e7\u00f5es e a implementar a\u00e7\u00f5es corretivas.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Controlo em Servi\u00e7os<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: inspe\u00e7\u00e3o de amostras consistentes em servi\u00e7os para garantir padr\u00f5es de qualidade.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Centros de Distribui\u00e7\u00e3o<\/span><\/strong>: monitoriza\u00e7\u00e3o de encomendas incorretamente embaladas num lote de 200 encomendas verificadas.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Companhias de Transporte<\/span><\/strong>: contagem de viagens de transporte com atrasos significativos num conjunto de 50 rotas monitorizadas.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: permite avaliar a consist\u00eancia do desempenho em opera\u00e7\u00f5es de servi\u00e7os.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Auditorias Operacionais<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: registo do n\u00famero de discrep\u00e2ncias detetadas durante auditorias regulares.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Auditoria de Documentos<\/span><\/strong>: contagem de formul\u00e1rios com erros num lote fixo de 100 documentos.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Auditoria de Invent\u00e1rio<\/span><\/strong>: identifica\u00e7\u00e3o de itens incorretos em prateleiras num setor fixo do armaz\u00e9m com 200 produtos.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: facilita a monitoriza\u00e7\u00e3o de falhas recorrentes durante auditorias internas.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Produ\u00e7\u00e3o de Lotes Uniformes<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: controle do n\u00famero de itens defeituosos em amostras constantes de produ\u00e7\u00e3o.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria Metalomec\u00e2nica<\/span><\/strong>: contagem de parafusos com roscas incompletas num lote de 1.000 pe\u00e7as.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Produ\u00e7\u00e3o de Componentes Eletr\u00f3nicos<\/span><\/strong>: monitoriza\u00e7\u00e3o de placas de circuito com soldaduras defeituosas num lote fixo de 200 unidades.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: garante a uniformidade da qualidade em lotes homog\u00e9neos.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Produ\u00e7\u00e3o Automatizada<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: monitoriza\u00e7\u00e3o de itens defeituosos num conjunto fixo de unidades em processos automatizados.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria de Bebidas<\/span><\/strong>: contagem de garrafas sem tampas corretamente fixadas num lote de 1.000 garrafas.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Produ\u00e7\u00e3o de Produtos de Pl\u00e1stico<\/span><\/strong>: monitoriza\u00e7\u00e3o de pe\u00e7as com falhas de moldagem num lote de 500 unidades.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: ajuda a identificar problemas no equipamento antes que afetem grandes volumes de produ\u00e7\u00e3o.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Processos de Controle em Laborat\u00f3rios<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Caracter\u00edsticas<\/span><\/strong>: inspe\u00e7\u00e3o de amostras fixas para avaliar a qualidade ou conformidade.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria Farmac\u00eautica<\/span><\/strong>: controlo de comprimidos com revestimento irregular num lote de 200 unidades analisadas.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Ind\u00fastria Qu\u00edmica<\/span><\/strong>: monitoriza\u00e7\u00e3o de frascos com selagem incorreta num lote fixo de 100 recipientes.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Benef\u00edcio do Gr\u00e1fico NP<\/span><\/strong>: oferece uma abordagem consistente para avaliar a qualidade em lotes fixos.<\/ul><\/ul>\n<table width=\"100%\" height=\"40\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\" style=\"border-collapse:collapse;\">\n  <tr>\n    <td width=\"40%\" height=\"60\" align=\"center\" valign=\"middle\" style=\"border-collapse:collapse;\"><strong><font size=\"4\">Quadro Resumo: Caracter\u00edsticas dos Processos que Beneficiam do Gr\u00e1fico NP<\/font><\/strong><\/td>\n  <\/tr>\n<\/table>\n<table width=\"100%\" style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" border=\"0\" cellspacing=\"0\" cellpadding=\"5\">\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#663300\"><strong><font color=\"white\" size=\"4\">Caracter\u00edstica do Processo<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#663300\"><strong><font color=\"white\" size=\"4\">Exemplo de Aplica\u00e7\u00e3o<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#663300\"><strong><font color=\"white\" size=\"4\">Benef\u00edcio do Gr\u00e1fico NP<\/font><\/strong><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Inspe\u00e7\u00e3o de produtos acabados<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Embalagens, brinquedos<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Avalia o n\u00famero absoluto de produtos defeituosos<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Inspe\u00e7\u00e3o visual<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Pintura de carro\u00e7arias, vidros<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Monitoriza falhas vis\u00edveis<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Rejei\u00e7\u00f5es em linhas de produ\u00e7\u00e3o<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Snacks, latas de bebidas<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Identifica tend\u00eancias de rejei\u00e7\u00e3o<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Controlo em servi\u00e7os<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Encomendas, transporte<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Garante padr\u00f5es consistentes em servi\u00e7os<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Auditorias operacionais<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Documentos, invent\u00e1rio<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Regista falhas recorrentes<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Produ\u00e7\u00e3o de lotes uniformes<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Parafusos, componentes eletr\u00f3nicos<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Assegura a uniformidade da qualidade<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Produ\u00e7\u00e3o automatizada<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Garrafas, pe\u00e7as pl\u00e1sticas<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Deteta problemas no equipamento<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"left\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Controlo em laborat\u00f3rios<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Comprimidos, recipientes qu\u00edmicos<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Monitoriza a conformidade em lotes fixos<\/font><\/td>\n  <\/tr>\n<\/table>\n<br class=\"\">\n<ul><span class=\"MsoNormal2\"><\/span>O <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> \u00e9 ideal para processos onde o <b>n\u00famero absoluto de itens defeituosos<\/b> \u00e9 a m\u00e9trica principal, e o tamanho das amostras \u00e9 constante. Este gr\u00e1fico permite uma an\u00e1lise clara e consistente, ajudando a identificar padr\u00f5es de defeitos e implementar melhorias cont\u00ednuas. <\/ul>\n<p class=\"voltar\"><a href=\"#103\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec104\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">Conceitos Te\u00f3ricos &#8211; Gr\u00e1fico NP<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Dados Necess\u00e1rios<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">n<\/span><\/strong>: tamanho fixo da amostra.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">N<sub>i<\/sub><\/span><\/strong>: n\u00famero de itens n\u00e3o conformes no i-n\u00e9simo subgrupo.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">M\u00e9dia (N-Bar)<\/span><\/strong><\/ul>\n<table width=\"100%\" height=\"32\" border=\"0\" cellpadding=\"0\" cellspacing=\"0\" class=\"table2\">\n  <tr><td height=\"60\" align=\"center\" valign=\"middle\"><div style=\"margin-left: 0 px;\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/www.probool.com\/wp-content\/uploads\/2024\/12\/Grafico_NP_01-1.png\" width=\"85\" height=\"22\" \/><\/div><\/td><\/tr>\n<\/table>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Propor\u00e7\u00e3o M\u00e9dia (p-Bar)<\/span><\/strong><\/ul>\n<table width=\"100%\" height=\"54\" border=\"0\" cellpadding=\"0\" cellspacing=\"0\" class=\"table2\">\n  <tr><td height=\"60\" align=\"center\" valign=\"middle\"><div style=\"margin-left: 0 px;\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/www.probool.com\/wp-content\/uploads\/2024\/12\/Grafico_NP_02-1.png\" width=\"273\" height=\"44\" \/><\/div><\/td><\/tr>\n<\/table>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Limites de Controlo<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Limite Superior de Controlo (UCL):<\/span><\/strong>\n<\/ul><\/ul>\n<table width=\"100%\" height=\"36\" border=\"0\" cellpadding=\"0\" cellspacing=\"0\" class=\"table2\">\n  <tr><td height=\"60\" align=\"center\" valign=\"middle\"><div style=\"margin-left: 0 px;\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/www.probool.com\/wp-content\/uploads\/2024\/12\/Grafico_NP_03.png\" width=\"287\" height=\"26\" \/><\/div><\/td><\/tr>\n<\/table>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Limite Inferior de Controlo (LCL):<\/span><\/strong><\/ul><\/ul>\n<table width=\"100%\" height=\"33\" border=\"0\" cellpadding=\"0\" cellspacing=\"0\" class=\"table2\">\n  <tr><td height=\"60\" align=\"center\" valign=\"middle\"><div style=\"margin-left: 0 px;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/www.probool.com\/wp-content\/uploads\/2024\/12\/Grafico_NP_04.png\" width=\"255\" height=\"23\" \/><\/div><\/td><\/tr>\n<\/table>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Ajustar <strong><span class=\"azul4\">LCL = 0<\/span><\/strong>, se o valor calculado for negativo.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Representar os Dados<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>No <strong><span class=\"azul4\">eixo X<\/span><\/strong>: amostras (tempo ou sequ\u00eancia).<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>No <strong><span class=\"azul4\">eixo Y<\/span><\/strong>: n\u00famero de itens n\u00e3o conformes (<b>N<\/b>).<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Adicione a linha central <strong><span class=\"azul4\">N-Bar <\/span><\/strong>e os limites de controlo <strong><span class=\"azul4\">UCL<\/span><\/strong> e <strong><span class=\"azul4\">LCL<\/span><\/strong>.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Interpreta\u00e7\u00e3o do Gr\u00e1fico NP<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Pontos dentro dos limites de controlo<\/span><\/strong>: indicam que o processo est\u00e1 sob controlo estat\u00edstico, com varia\u00e7\u00f5es dentro da faixa esperada.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Pontos fora dos limites de controlo<\/span><\/strong>: sinalizam a presen\u00e7a de causas especiais de varia\u00e7\u00e3o que devem ser investigadas.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul4\">Tend\u00eancias ou padr\u00f5es an\u00f3malos<\/span><\/strong>: pontos que seguem uma tend\u00eancia crescente ou decrescente podem indicar deteriora\u00e7\u00e3o do processo ou melhorias.<\/ul><\/ul>\n<table width=\"100%\" height=\"40\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\" style=\"border-collapse:collapse;\">\n  <tr>\n    <td width=\"40%\" height=\"60\" align=\"center\" valign=\"middle\" style=\"border-collapse:collapse;\"><strong><font size=\"4\">Diferen\u00e7as entre o Gr\u00e1fico NP e o Gr\u00e1fico P<\/font><\/strong><\/td>\n  <\/tr>\n<\/table>\n<table width=\"100%\" style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" border=\"0\" cellspacing=\"0\" cellpadding=\"5\">\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#663300\"><strong><font color=\"white\" size=\"4\">Gr\u00e1fico NP<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#663300\"><strong><font color=\"white\" size=\"4\">Gr\u00e1fico P<\/font><\/strong><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Analisa o n\u00famero absoluto de n\u00e3o conformes (<b>N<\/b>).<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Analisa a propor\u00e7\u00e3o de n\u00e3o conformes (<b>P<\/b>).<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Tamanho da amostra deve ser fixo (<b>n<\/b>).<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Tamanho da amostra pode variar (<b>n<sub>i<\/sub><\/b>).<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"30%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">Mais f\u00e1cil de interpretar visualmente.<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"35%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">\u00datil para amostras de tamanhos vari\u00e1veis.<\/font><\/td>\n  <\/tr>\n<\/table>\n<br class=\"\">\n<ul><span class=\"MsoNormal2\"><\/span>O <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> \u00e9 ideal para monitorizar processos com amostras de tamanho fixo, permitindo uma interpreta\u00e7\u00e3o simples do n\u00famero absoluto de n\u00e3o conformes. Ele complementa o <b>Gr\u00e1fico P<\/b> em situa\u00e7\u00f5es onde a contagem absoluta \u00e9 mais relevante ou o tamanho fixo da amostra \u00e9 uma caracter\u00edstica do processo. Combinado com outras ferramentas, o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> ajuda a manter o controlo estat\u00edstico e a melhorar a qualidade do processo.<\/ul>\n<p class=\"voltar\"><a href=\"#104\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec105\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">An\u00e1lise de Tend\u00eancias de um Gr\u00e1fico NP<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"MsoNormal2\"><\/span>A <b>an\u00e1lise de tend\u00eancia<\/b> no <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> \u00e9 um processo que visa identificar padr\u00f5es ou comportamentos repetitivos no n\u00famero absoluto de n\u00e3o conformes ao longo das amostras. Estas tend\u00eancias podem indicar problemas progressivos no processo, melhorias consistentes ou at\u00e9 anomalias pontuais.<\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">O que \u00e9 uma Tend\u00eancia?<\/span><\/strong><\/ul>\n<ul><span class=\"wing01\"><\/span><span class=\"padleft\"><\/span>Uma <b>tend\u00eancia<\/b> \u00e9 um padr\u00e3o consistente de mudan\u00e7a no n\u00famero de n\u00e3o conformes ao longo do tempo. Pode ser:<\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Crescente<\/span><\/strong>: o n\u00famero de n\u00e3o conformes aumenta progressivamente.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Decrescente<\/span><\/strong>: o n\u00famero de n\u00e3o conformes diminui progressivamente.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">C\u00edclica<\/span><\/strong>: oscila\u00e7\u00f5es regulares no n\u00famero de n\u00e3o conformes, relacionadas a fatores repetitivos (ex.: turnos, sazonalidades).<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Est\u00e1vel<\/span><\/strong>: flutua\u00e7\u00f5es aleat\u00f3rias dentro dos limites de controlo, sem um padr\u00e3o aparente.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Tipos de Tend\u00eancias e Sua Interpreta\u00e7\u00e3o<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Tend\u00eancia Crescente<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Descri\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>O n\u00famero de n\u00e3o conformes aumenta consistentemente ao longo das amostras.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Causas Comuns:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Desgaste de m\u00e1quinas ou ferramentas.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Deteriora\u00e7\u00e3o progressiva de mat\u00e9rias-primas.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Operadores com desempenho inconsistente ou sem forma\u00e7\u00e3o adequada.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Uma m\u00e1quina de corte apresenta maior variabilidade de precis\u00e3o ap\u00f3s 200 horas de opera\u00e7\u00e3o.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">A\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Verificar equipamentos e materiais.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Refor\u00e7ar a forma\u00e7\u00e3o dos operadores.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Tend\u00eancia Decrescente<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Descri\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>O n\u00famero de n\u00e3o conformes diminui gradualmente ao longo do tempo.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Causas Comuns:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Implementa\u00e7\u00e3o de melhorias no processo.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Ajustes em m\u00e1quinas ou m\u00e9todos de trabalho.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Fornecimento de materiais de melhor qualidade.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Ap\u00f3s instalar sensores de precis\u00e3o, o n\u00famero de pe\u00e7as defeituosas reduz consistentemente.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">A\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Documentar as melhorias realizadas.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Monitorizar o impacto ao longo do tempo.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Oscila\u00e7\u00f5es ou Padr\u00f5es C\u00edclicos<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Descri\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>O n\u00famero de n\u00e3o conformes varia repetidamente em intervalos regulares.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Causas Comuns:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Diferen\u00e7as entre turnos (ex.: experi\u00eancia dos operadores).<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Fatores ambientais (ex.: temperatura ou humidade).<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Problemas intermitentes em equipamentos.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Os defeitos aumentam no turno da noite devido \u00e0 falta de supervis\u00e3o.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">A\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Avaliar condi\u00e7\u00f5es do turno ou ambiente.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Implementar ajustes para uniformizar a performance.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Estabilidade (Flutua\u00e7\u00e3o Aleat\u00f3ria)<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Descri\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>O n\u00famero de n\u00e3o conformes oscila aleatoriamente dentro dos limites de controlo.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Causas Comuns:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Variabilidade natural do processo (causas comuns).<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Um processo est\u00e1vel apresenta varia\u00e7\u00f5es pequenas e consistentes.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">A\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>N\u00e3o \u00e9 necess\u00e1ria interven\u00e7\u00e3o, mas \u00e9 importante monitorizar.<\/ul><\/ul><\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Como Identificar Tend\u00eancias no Gr\u00e1fico NP?<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Observa\u00e7\u00e3o Visual<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Analise o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> para identificar padr\u00f5es vis\u00edveis, como tend\u00eancias crescentes, decrescentes ou ciclos.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Pontos consecutivos acima ou abaixo da linha central (LC) podem indicar altera\u00e7\u00f5es no processo.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Uso de Regras de Controlo<\/span><\/strong><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><\/span><span class=\"padleft\"><\/span>Aplicar regras de controlo estat\u00edstico, como:<\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">6 ou mais pontos consecutivos em aumento ou diminui\u00e7\u00e3o<\/span><\/strong>: indica uma tend\u00eancia crescente ou decrescente.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">9 ou mais pontos consecutivos acima ou abaixo da linha central<\/span><\/strong>: pode indicar uma mudan\u00e7a de processo.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Oscila\u00e7\u00f5es regulares<\/span><\/strong>: sugere padr\u00f5es c\u00edclicos, possivelmente causados por fatores externos.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">C\u00e1lculos Estat\u00edsticos<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Inclina\u00e7\u00e3o da tend\u00eancia<\/span><\/strong>: calcular a taxa de varia\u00e7\u00e3o (<b>\u0394N\/\u0394t<\/b>) ao longo das amostras.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Correla\u00e7\u00e3o temporal<\/span><\/strong>: usar m\u00e9todos estat\u00edsticos, como <b>regress\u00e3o linear<\/b>, para confirmar tend\u00eancias.<\/ul><\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Exemplos de An\u00e1lise de Tend\u00eancias<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Exemplo 1: Tend\u00eancia Crescente<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Gr\u00e1fico<\/span><\/strong>: o n\u00famero de defeitos aumenta consistentemente nas \u00faltimas 10 amostras.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Investiga\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Verificou-se que uma ferramenta de corte estava desgastada.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">A\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Substituir a ferramenta e refor\u00e7ar o plano de manuten\u00e7\u00e3o preventiva.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Exemplo 2: Tend\u00eancia Decrescente<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Gr\u00e1fico<\/span><\/strong>: o n\u00famero de defeitos diminui ap\u00f3s a instala\u00e7\u00e3o de um novo sistema de medi\u00e7\u00e3o.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Investiga\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>O ajuste reduziu varia\u00e7\u00f5es na qualidade do processo.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">A\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Documentar as mudan\u00e7as e monitorizar para confirmar estabilidade.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Exemplo 3: Padr\u00e3o C\u00edclico<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Gr\u00e1fico<\/span><\/strong>: oscila\u00e7\u00f5es regulares entre lotes indicam problemas nos turnos.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Investiga\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>O turno da noite apresenta maior taxa de defeitos devido \u00e0 falta de supervis\u00e3o.<\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">A\u00e7\u00e3o:<\/span><\/strong><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span>Treinar operadores e afetar supervisores para o turno da noite.<\/ul><\/ul><\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Solu\u00e7\u00f5es para Tend\u00eancias Identificadas<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Curto Prazo:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Ajustar m\u00e1quinas ou ferramentas.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Inspecionar mat\u00e9rias-primas para assegurar conformidade.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Implementar a\u00e7\u00f5es corretivas imediatas em \u00e1reas problem\u00e1ticas.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">M\u00e9dio Prazo:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Refor\u00e7ar a forma\u00e7\u00e3o de operadores.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Rever e padronizar m\u00e9todos de trabalho.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Introduzir inspe\u00e7\u00f5es mais frequentes para identificar mudan\u00e7as precoces.<\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul1\">Longo Prazo:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Automatizar processos para reduzir depend\u00eancia humana.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Introduzir melhorias cont\u00ednuas atrav\u00e9s de metodologias como <b>Six Sigma<\/b>.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span>Implementar sistemas de controlo ambiental para minimizar fatores externos.<\/ul><\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Conclus\u00e3o<\/span><\/strong><\/ul>\n<ul><span class=\"wing01\"><\/span><span class=\"padleft\"><\/span>A an\u00e1lise de tend\u00eancias no <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> \u00e9 crucial para identificar mudan\u00e7as no processo antes que elas resultem em perdas significativas de qualidade. A aplica\u00e7\u00e3o de m\u00e9todos visuais e estat\u00edsticos, combinada com a\u00e7\u00f5es corretivas espec\u00edficas, permite estabilizar o processo e garantir a conformidade cont\u00ednua com os padr\u00f5es de qualidade.<\/ul>\n<p class=\"voltar\"><a href=\"#105\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec106\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">Limita\u00e7\u00f5es do Gr\u00e1fico NP<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"MsoNormal2\"><\/span>O <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong>, apesar de ser uma ferramenta eficaz para monitorizar o n\u00famero de itens n\u00e3o conformes em amostras de tamanho fixo, apresenta algumas restri\u00e7\u00f5es pr\u00e1ticas que podem limitar a sua aplica\u00e7\u00e3o em certos cen\u00e1rios. <\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Tamanho Fixo da Amostra<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> requer que todas as amostras tenham o mesmo tamanho (<b>n<\/b>). Em muitos processos, as amostras podem variar devido a mudan\u00e7as nas condi\u00e7\u00f5es de produ\u00e7\u00e3o, limita\u00e7\u00f5es log\u00edsticas ou erros na recolha de dados.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: quando os tamanhos das amostras variam, o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> torna-se inv\u00e1lido, pois os limites de controlo n\u00e3o refletem a variabilidade real do processo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: uma linha de produ\u00e7\u00e3o onde, num turno, inspecionam-se <b>50<\/b> pe\u00e7as e, noutro turno, <b>100<\/b> pe\u00e7as. O <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> n\u00e3o pode ser aplicado diretamente.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: utilizar o <b>Gr\u00e1fico P<\/b>, que \u00e9 projetado para lidar com tamanhos de amostras vari\u00e1veis, analisando a propor\u00e7\u00e3o de itens n\u00e3o conformes.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Dados Bin\u00e1rios com Propor\u00e7\u00f5es Muito Baixas<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: em processos de alta qualidade, onde as propor\u00e7\u00f5es de defeitos (<b>p-Bar<\/b>) s\u00e3o muito baixas (<b>< 1%<\/b>), o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> pode ter dificuldade em detetar pequenas varia\u00e7\u00f5es.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: pequenos desvios no n\u00famero absoluto de n\u00e3o conformes podem n\u00e3o ser suficientemente significativos para identificar altera\u00e7\u00f5es no processo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: num processo de fabrica\u00e7\u00e3o com uma taxa de defeitos de apenas <b>0,2%<\/b>, o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> pode n\u00e3o detetar varia\u00e7\u00f5es que poderiam ser relevantes.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: utilizar o <b>gr\u00e1fico C<\/b> (para contagem de defeitos por unidade de inspe\u00e7\u00e3o) ou o <b>gr\u00e1fico U<\/b> (para defeitos por unidade em amostras de tamanhos vari\u00e1veis), que s\u00e3o mais sens\u00edveis a contagens baixas.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Inspe\u00e7\u00e3o Incompleta ou Inconsistente<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> assume que a inspe\u00e7\u00e3o \u00e9 completa e consistente em cada amostra. Se a inspe\u00e7\u00e3o for parcial ou irregular, os dados recolhidos n\u00e3o refletem a realidade do processo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: resultados baseados em amostras incompletas podem levar a conclus\u00f5es incorretas sobre a estabilidade do processo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: se apenas metade das pe\u00e7as de um lote forem inspecionadas e os defeitos n\u00e3o forem registados com precis\u00e3o, o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> perde a confiabilidade.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: melhorar os procedimentos de inspe\u00e7\u00e3o para garantir recolhas consistentes, ou complementar com amostras aleat\u00f3rias que representem adequadamente o processo.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Suposi\u00e7\u00e3o de Independ\u00eancia entre Amostras<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> pressup\u00f5e que as amostras s\u00e3o independentes. Em processos cont\u00ednuos, problemas numa m\u00e1quina ou num lote podem introduzir depend\u00eancia entre amostras consecutivas.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: a viola\u00e7\u00e3o da independ\u00eancia pode mascarar padr\u00f5es ou aumentar artificialmente a variabilidade, comprometendo a an\u00e1lise.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: uma linha de produ\u00e7\u00e3o onde um problema numa m\u00e1quina afeta v\u00e1rias amostras consecutivas.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: introduzir amostragens aleat\u00f3rias para minimizar a depend\u00eancia entre subgrupos ou utilizar gr\u00e1ficos de controlo de vari\u00e1veis, como <b>X-Bar<\/b> e <b>R<\/b>, para monitorizar outras caracter\u00edsticas do processo.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Falta de Informa\u00e7\u00e3o Sobre Causas<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> apenas indica a quantidade de n\u00e3o conformes, sem fornecer detalhes sobre as causas ou a origem dos defeitos.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: a interpreta\u00e7\u00e3o e a resolu\u00e7\u00e3o de problemas dependem de an\u00e1lises adicionais, o que pode atrasar as a\u00e7\u00f5es corretivas.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: um aumento no n\u00famero de n\u00e3o conformes \u00e9 identificado, mas o gr\u00e1fico n\u00e3o indica se o problema \u00e9 devido a m\u00e1quinas, materiais ou operadores.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: complementar o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> com ferramentas como o <b>diagrama de Pareto<\/b> (para priorizar as causas) ou o <b>diagrama de Ishikawa<\/b> (para identificar causas ra\u00edzes).<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Processos Multivariados<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> s\u00f3 pode monitorizar uma caracter\u00edstica de qualidade por vez. Em processos com v\u00e1rias caracter\u00edsticas cr\u00edticas, \u00e9 necess\u00e1rio criar gr\u00e1ficos separados.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: a an\u00e1lise torna-se mais complexa e pode sobrecarregar os gestores.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: um processo de fabrica\u00e7\u00e3o de componentes eletr\u00f3nicos onde s\u00e3o avaliados tamanho, funcionalidade e acabamento requer tr\u00eas gr\u00e1ficos diferentes.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: utilizar abordagens integradas, como o m\u00e9todo de an\u00e1lise de capacidade de processos (<b>C<sub>p<\/sub><\/b> e <b>C<sub>pK<\/sub><\/b>), para avaliar a performance global do processo.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Limita\u00e7\u00e3o em Processos de Produ\u00e7\u00e3o Cont\u00ednua<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> n\u00e3o \u00e9 ideal para processos cont\u00ednuos, onde recolhas frequentes de amostras de tamanho fixo podem ser impratic\u00e1veis.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: amostragens infrequentes podem atrasar a dete\u00e7\u00e3o de problemas no processo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: monitorizar a qualidade de um fluxo cont\u00ednuo de papel produzido em bobinas requer um m\u00e9todo diferente do <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong>.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: utilizar gr\u00e1ficos de controlo de vari\u00e1veis (<b>X-Bar<\/b> e <b>R<\/b>) ou sistemas de monitoriza\u00e7\u00e3o em tempo real.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Falta de Sensibilidade a Pequenas Varia\u00e7\u00f5es<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Problema<\/span><\/strong>: o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> pode n\u00e3o detetar pequenas mudan\u00e7as no processo que podem levar a problemas maiores a longo prazo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Impacto<\/span><\/strong>: pequenos desvios passam despercebidos, reduzindo a efic\u00e1cia do controlo preventivo.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"roxo\">Exemplo<\/span><\/strong>: um aumento gradual no n\u00famero de defeitos ao longo de v\u00e1rias amostras pode n\u00e3o ser evidente num <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong>.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde2\">Alternativa<\/span><\/strong>: usar <b>Gr\u00e1ficos P<\/b> (propor\u00e7\u00f5es) ou gr\u00e1ficos de tend\u00eancia, como o <b>Gr\u00e1fico CUSUM<\/b> (cumulativo), para identificar desvios pequenos mas persistentes.<\/ul><\/ul>\n<ul><span class=\"MsoNormal2\"><\/span>Embora o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> seja uma ferramenta valiosa para monitorizar o n\u00famero absoluto de n\u00e3o conformes em amostras de tamanho fixo, ele apresenta limita\u00e7\u00f5es pr\u00e1ticas em situa\u00e7\u00f5es espec\u00edficas. A sele\u00e7\u00e3o do m\u00e9todo de controlo mais adequado depende das caracter\u00edsticas do processo, dos dados dispon\u00edveis e do objetivo da monitoriza\u00e7\u00e3o. Complementar o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> com outras ferramentas e estrat\u00e9gias aumenta significativamente a sua efic\u00e1cia e utilidade na gest\u00e3o da qualidade.<\/ul>\n<p class=\"voltar\"><a href=\"#106\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec107\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">Exemplo Pr\u00e1tico<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"MsoNormal2\"><\/span><span class=\"azul3\">Da produ\u00e7\u00e3o de uma m\u00e1quina, inspecionaram-se <b>100<\/b> parafusos por turno durante <b>60<\/b> turnos (20dias).<\/span><\/ul>\n<ul><span class=\"MsoNormal2\"><\/span><span class=\"azul4\"><b>Objetivo<\/b><\/span><span class=\"azul1\">:  <b>analisar o processo<\/b><\/span><\/ul>\n<ul><span class=\"MsoNormal2\"><\/span><span class=\"azul3\">A tabela seguinte apresenta os resultados recolhidos:<\/span><\/ul>\n<table width=\"100%\" style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" border=\"0\" cellspacing=\"0\" cellpadding=\"5\">\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">Turno N\u00ba<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">Tamanho Amostra<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">N\u00famero Defeitos<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">Propor\u00e7\u00e3o de Defeitos<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">Turno N\u00ba<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">Tamanho Amostra<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">N\u00famero Defeitos<\/font><\/strong><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#006600\"><strong><font color=\"white\" size=\"4\">Propor\u00e7\u00e3o de Defeitos<\/font><\/strong><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">1<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">31<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">9<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,09<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">2<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">9<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,09<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">32<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">5<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,05<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">3<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">33<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">34<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">13<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,13<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">5<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">3<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,03<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">35<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">14<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,14<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">3<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,03<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">36<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">11<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,11<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">2<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,02<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">37<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,07<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,08<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">38<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">5<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,05<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">9<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">39<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">10<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,10<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">10<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,07<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">40<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,08<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">11<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">2<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,02<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">41<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">12<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">11<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,11<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">42<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">9<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,09<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">13<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">9<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,09<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">43<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">14<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">44<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">13<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,13<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">15<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">45<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,07<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">16<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">46<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">11<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,11<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">17<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">5<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,05<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">47<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,08<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">18<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,07<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">48<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">10<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,10<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">19<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">49<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">10<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,10<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">20<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">5<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,05<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">50<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,07<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">21<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,08<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">51<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">16<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,16<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">22<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">52<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">12<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,12<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">23<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">53<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">15<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,15<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">24<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">54<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">14<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,14<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">25<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,07<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">55<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">11<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,11<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">26<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">10<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,10<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">56<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">15<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,15<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">27<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">5<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,05<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">57<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">7<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,07<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">28<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,08<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">58<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,08<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">29<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">8<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,08<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">59<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">6<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,06<\/font><\/td>\n  <\/tr>\n  <tr>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" height=\"40\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">30<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">4<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,04<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">60<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">100<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"12%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">9<\/font><\/td>\n    <td style=\"border-collapse:collapse;border-style:solid;border-color:#000;border-width:1px\" width=\"13%\" align=\"center\" valign=\"middle\" bgcolor=\"#87CEEB\"><font color=\"black\">0,09<\/font><\/td>\n  <\/tr>\n<\/table>\n<br class=\"\">\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">O <b>Gr\u00e1fico NP<\/b> mostra<\/span><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\"><b>N\u00famero de defeitos por turno <\/b>(pontos no gr\u00e1fico).<\/span><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\"><b>Linha central (LC)<\/b>: representa o n\u00famero m\u00e9dio de defeitos esperado.<\/span><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\"><b>Limites de controlo (UCL e LCL)<\/b>: delimitam a faixa de variabilidade natural do processo.<\/span><\/ul><\/ul>\n<ul><span class=\"wing01\"><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">A tend\u00eancia crescente mostra que o processo est\u00e1 a deteriorar-se progressivamente.<\/span><\/ul>\n<table width=\"100%\" height=\"570\" border=\"0\" cellpadding=\"0\" cellspacing=\"0\" class=\"table2\">\n  <tr><td height=\"60\" align=\"center\" valign=\"middle\"><div style=\"margin-left: 0 px;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/www.probool.com\/wp-content\/uploads\/2024\/12\/Grafico_NP_05.png\" width=\"1065\" height=\"560\" \/><\/div><\/td><\/tr>\n<\/table>\n<p class=\"voltar\"><a href=\"#107\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec108\" class=\"MsoNormal\"><strong><span class=\"azul3\">An\u00e1lise das Tend\u00eancias Observadas no Gr\u00e1fico NP<\/span><\/strong><\/h4>\n<ul>  <span class=\"MsoNormal2\"><\/span><span class=\"verde1\">O <b>Gr\u00e1fico NP<\/b> reflete a monitoriza\u00e7\u00e3o do n\u00famero de defeitos ao longo de <b>60 turnos<\/b> de trabalho, com base em <b>amostras de 100<\/b> pe\u00e7as analisadas por turno. A an\u00e1lise abaixo foca-se na estabilidade, comportamento, tend\u00eancias, e recomenda\u00e7\u00f5es para este processo em particular.<\/span><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Observa\u00e7\u00f5es Gerais<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Linha Central (LC):<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">A linha central (<b>N-Bar<\/b>) representa o n\u00famero m\u00e9dio de defeitos esperado ao longo dos turnos.<\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Este valor \u00e9 consistente com a propor\u00e7\u00e3o m\u00e9dia de defeitos estimada.<\/span><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Limites de Controlo (UCL e LCL):<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Os limites de controlo delimitam a varia\u00e7\u00e3o natural esperada no n\u00famero de defeitos.<\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">N\u00e3o foram identificados pontos fora do limite superior (<b>UCL<\/b>) ou inferior (<b>LCL<\/b>).<\/span><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Comportamento Geral dos Pontos:<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">A maior parte dos pontos oscila em torno da linha central, mas h\u00e1 uma tend\u00eancia crescente no n\u00famero de defeitos em turnos posteriores.<\/span><\/ul><\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Identifica\u00e7\u00e3o de Tend\u00eancias<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Tend\u00eancia Crescente<\/span><\/strong>: o gr\u00e1fico apresenta uma clara <b>tend\u00eancia crescente no n\u00famero de defeitos<\/b> ao longo dos turnos, mesmo que os pontos estejam dentro dos limites de controlo. Tal sugere que o processo est\u00e1 a deteriorar-se progressivamente.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Causas Prov\u00e1veis<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Desgaste de Equipamentos<\/span><\/strong>: componentes podem estar a perder precis\u00e3o ou efici\u00eancia ao longo do tempo, resultando num aumento gradual dos defeitos.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Materiais<\/span><\/strong>: poss\u00edvel deteriora\u00e7\u00e3o na qualidade da mat\u00e9ria-prima utilizada.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Operadores<\/span><\/strong>: fadiga ou falta de supervis\u00e3o consistente podem estar a afetar a qualidade do trabalho.<\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"castanho1\">Ambiente<\/span><\/strong>: altera\u00e7\u00f5es ambientais (ex.: temperatura ou humidade) podem influenciar a estabilidade do processo.<\/ul><\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Estabilidade do Processo<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Estabilidade Estat\u00edstica<\/span><\/strong>: apesar da tend\u00eancia crescente, todos os pontos permanecem dentro dos limites de controlo, indicando que o processo ainda est\u00e1 sob controlo estat\u00edstico.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Risco Futuro<\/span><\/strong>: a tend\u00eancia crescente \u00e9 um sinal de alerta. Se n\u00e3o for controlada, o processo pode sair dos limites de controlo em turnos futuros.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Conformidade do Processo<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">N\u00famero de Defeitos<\/span><\/strong>: o n\u00famero m\u00e9dio de defeitos est\u00e1 alinhado com a propor\u00e7\u00e3o inicial (<b>5%<\/b>), mas a tend\u00eancia crescente pode levar a um aumento significativo, comprometendo a conformidade com os padr\u00f5es de qualidade.<\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">Necessidade de Interven\u00e7\u00e3o<\/span><\/strong>: o aumento gradual no n\u00famero de defeitos requer a\u00e7\u00f5es corretivas para evitar perdas de qualidade.<\/ul><\/ul>\n<ul><span class=\"wing01\"><i class=\"fa fa-arrow-right\" ><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"azul3\">Recomenda\u00e7\u00f5es para Estabiliza\u00e7\u00e3o<\/span><\/strong><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">A\u00e7\u00f5es Imediatas<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Inspecionar Equipamentos:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Realizar uma an\u00e1lise detalhada das m\u00e1quinas e ferramentas para identificar desgaste ou desalinhamento.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Implementar ajustes ou substitui\u00e7\u00f5es, se necess\u00e1rio.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Rever Mat\u00e9rias-Primas:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Verificar se os lotes mais recentes de mat\u00e9ria-prima atendem \u00e0s especifica\u00e7\u00f5es.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Trabalhar com fornecedores para assegurar consist\u00eancia na qualidade.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Supervis\u00e3o e Forma\u00e7\u00e3o:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Aumentar a supervis\u00e3o nos turnos e refor\u00e7ar a forma\u00e7\u00e3o dos operadores para melhorar a precis\u00e3o das opera\u00e7\u00f5es.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">A\u00e7\u00f5es de M\u00e9dio Prazo<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Implementar Manuten\u00e7\u00e3o Preventiva:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Introduzir um plano regular de manuten\u00e7\u00e3o para reduzir o risco de falhas nos equipamentos.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Substituir componentes antes que causem varia\u00e7\u00f5es significativas no processo.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Ajustar o Ambiente de Trabalho:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Monitorizar fatores ambientais (ex.: temperatura, humidade) e implementar controlo para evitar flutua\u00e7\u00f5es.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Melhorar os M\u00e9todos de Trabalho:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Padronizar os procedimentos operacionais e realizar auditorias frequentes para garantir conformidade.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><span class=\"wing02\"><i class=\"fa fa-hand-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><strong><span class=\"verde1\">A\u00e7\u00f5es de Longo Prazo<\/span><\/strong><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Automatizar o Controlo de Qualidade:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Implementar sistemas de inspe\u00e7\u00e3o automatizados para detetar defeitos precocemente.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Monitorizar o processo em tempo real para agir rapidamente.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><span class=\"wing03\"><i class=\"fa fa-check-square-o\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"castanho1\"><b>Adotar M\u00e9todos de Melhoria Cont\u00ednua:<\/b><\/span><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Introduzir metodologias como Six Sigma para identificar e eliminar causas de varia\u00e7\u00e3o.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><ul><ul><ul><span class=\"wing04\"><i class=\"fa fa-arrow-circle-o-right\"><\/i><\/span><span class=\"padleft\"><\/span><span class=\"verde1\">Realizar an\u00e1lises peri\u00f3dicas do gr\u00e1fico para ajustar os limites de controlo, se necess\u00e1rio.<\/span><\/ul><\/ul><\/ul><\/ul>\n<ul><span class=\"MsoNormal2\"><\/span><\/span><span class=\"verde1\">O <b>processo est\u00e1 sob controlo estat\u00edstico<\/b>, mas apresenta uma <b>tend\u00eancia crescente no n\u00famero de defeitos<\/b>, que \u00e9 um sinal de alerta. Interven\u00e7\u00f5es r\u00e1pidas e a\u00e7\u00f5es estruturadas podem estabilizar o processo e evitar que ele saia de controlo. Monitorizar continuamente e implementar melhorias cont\u00ednuas s\u00e3o passos fundamentais para garantir a qualidade a longo prazo.<\/span><\/ul>\n<p class=\"voltar\"><a href=\"#108\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\n<h4 id=\"sec109\" class=\"MsoNormal\"><em><strong><span class=\"laranja\">Notas Finais<\/span><\/strong><\/em><\/h4>\n<ul><span class=\"MsoNormal2\"><\/span>A aplica\u00e7\u00e3o do <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> em processos industriais e de servi\u00e7os destaca-se como uma abordagem pr\u00e1tica e eficaz para monitorizar a qualidade e identificar tend\u00eancias ou desvios que podem comprometer os resultados. A capacidade desta ferramenta de simplificar a an\u00e1lise de dados bin\u00e1rios torna-a uma escolha valiosa para equipas que buscam melhorar a consist\u00eancia e a efici\u00eancia dos seus processos.<\/ul>\n<ul><span class=\"MsoNormal2\"><\/span>Contudo, o verdadeiro valor do <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> emerge quando combinado com outras ferramentas de controlo de qualidade e metodologias de melhoria cont\u00ednua, como o <b>Six Sigma<\/b>, o diagrama de Pareto e a an\u00e1lise de causas raiz. A integra\u00e7\u00e3o destas ferramentas permite uma vis\u00e3o mais abrangente dos desafios enfrentados, facilitando interven\u00e7\u00f5es direcionadas e eficazes.<\/ul>\n<ul><span class=\"MsoNormal2\"><\/span>Ao implementar o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> e outras ferramentas complementares, as organiza\u00e7\u00f5es n\u00e3o apenas asseguram a conformidade com os padr\u00f5es de qualidade, mas tamb\u00e9m criam uma base s\u00f3lida para a excel\u00eancia operacional. Esta abordagem proativa \u00e0 gest\u00e3o da qualidade promove uma cultura de melhoria cont\u00ednua e assegura a competitividade num mercado cada vez mais exigente.<\/ul>\n<ul><span class=\"MsoNormal2\"><\/span>Incentivamos os profissionais a explorar e aplicar o <strong><span class=\"azul2\">Gr\u00e1fico NP<\/span><\/strong> como um ponto de partida para transformar os seus processos. Afinal, a melhoria cont\u00ednua n\u00e3o \u00e9 apenas uma meta, mas uma jornada que fortalece organiza\u00e7\u00f5es e garante a sua sustentabilidade a longo prazo.<\/ul>\n<p class=\"voltar\"><a href=\"#indice\"><span class=\"azul2\"><u>Voltar<\/u><\/span><\/a><\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>O \u201cGr\u00e1fico NP\u201d \u00e9 um tipo de gr\u00e1fico de controlo utilizado para \u201cmonitorizar o n\u00famero absoluto de itens n\u00e3o conformes\u201d em \u201camostras de tamanho fixo\u201d, ao longo do tempo. Ele \u00e9 uma alternativa ao \u201cGr\u00e1fico P\u201d, mas \u00e9 usado quando o tamanho das amostras \u00e9 constante, tornando-o mais simples de interpretar.<\/p>\n","protected":false},"author":5,"featured_media":4588,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[384],"tags":[361,362],"class_list":["post-4520","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-metodos-estatisticos-e-analise-de-dados","tag-grafico","tag-np"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Gr\u00e1fico NP -<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.probool.com\/?p=4520\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gr\u00e1fico NP -\" \/>\n<meta property=\"og:description\" content=\"O \u201cGr\u00e1fico NP\u201d \u00e9 um tipo de gr\u00e1fico de controlo utilizado para \u201cmonitorizar o n\u00famero absoluto de itens n\u00e3o conformes\u201d em \u201camostras de tamanho fixo\u201d, ao longo do tempo. Ele \u00e9 uma alternativa ao \u201cGr\u00e1fico P\u201d, mas \u00e9 usado quando o tamanho das amostras \u00e9 constante, tornando-o mais simples de interpretar.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.probool.com\/?p=4520\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/proboolnetsoftwaresolutions\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-02-08T11:00:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-25T14:03:11+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1021\" \/>\n\t<meta property=\"og:image:height\" content=\"424\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Web Master\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Web Master\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"21 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.probool.com\/?p=4520#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.probool.com\/?p=4520\"},\"author\":{\"name\":\"Web Master\",\"@id\":\"https:\/\/www.probool.com\/#\/schema\/person\/f813b7a50e5dd2f52a39d7a302b7cff3\"},\"headline\":\"Gr\u00e1fico NP\",\"datePublished\":\"2025-02-08T11:00:26+00:00\",\"dateModified\":\"2025-03-25T14:03:11+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.probool.com\/?p=4520\"},\"wordCount\":4261,\"publisher\":{\"@id\":\"https:\/\/www.probool.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.probool.com\/?p=4520#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png\",\"keywords\":[\"Gr\u00e1fico\",\"NP\"],\"articleSection\":[\"M\u00e9todos Estat\u00edsticos e An\u00e1lise de Dados\"],\"inLanguage\":\"pt-PT\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.probool.com\/?p=4520\",\"url\":\"https:\/\/www.probool.com\/?p=4520\",\"name\":\"Gr\u00e1fico NP -\",\"isPartOf\":{\"@id\":\"https:\/\/www.probool.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.probool.com\/?p=4520#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.probool.com\/?p=4520#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png\",\"datePublished\":\"2025-02-08T11:00:26+00:00\",\"dateModified\":\"2025-03-25T14:03:11+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.probool.com\/?p=4520#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.probool.com\/?p=4520\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/www.probool.com\/?p=4520#primaryimage\",\"url\":\"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png\",\"contentUrl\":\"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png\",\"width\":1021,\"height\":424},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.probool.com\/?p=4520#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"In\u00edcio\",\"item\":\"https:\/\/www.probool.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Gr\u00e1fico NP\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.probool.com\/#website\",\"url\":\"https:\/\/www.probool.com\/\",\"name\":\"Probool WebSite\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.probool.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.probool.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-PT\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.probool.com\/#organization\",\"name\":\"Pro BoolNet Software Solutions, Lda.\",\"url\":\"https:\/\/www.probool.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/www.probool.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.probool.com\/wp-content\/uploads\/2025\/06\/ProboolWeb.png\",\"contentUrl\":\"https:\/\/www.probool.com\/wp-content\/uploads\/2025\/06\/ProboolWeb.png\",\"width\":480,\"height\":180,\"caption\":\"Pro BoolNet Software Solutions, Lda.\"},\"image\":{\"@id\":\"https:\/\/www.probool.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/proboolnetsoftwaresolutions\/\",\"https:\/\/www.linkedin.com\/company\/probool\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.probool.com\/#\/schema\/person\/f813b7a50e5dd2f52a39d7a302b7cff3\",\"name\":\"Web Master\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/www.probool.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/ccbb97c15a38c7cdceeef8c5fd735838?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/ccbb97c15a38c7cdceeef8c5fd735838?s=96&d=mm&r=g\",\"caption\":\"Web Master\"},\"url\":\"https:\/\/www.probool.com\/?author=5\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Gr\u00e1fico NP -","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.probool.com\/?p=4520","og_locale":"pt_PT","og_type":"article","og_title":"Gr\u00e1fico NP -","og_description":"O \u201cGr\u00e1fico NP\u201d \u00e9 um tipo de gr\u00e1fico de controlo utilizado para \u201cmonitorizar o n\u00famero absoluto de itens n\u00e3o conformes\u201d em \u201camostras de tamanho fixo\u201d, ao longo do tempo. Ele \u00e9 uma alternativa ao \u201cGr\u00e1fico P\u201d, mas \u00e9 usado quando o tamanho das amostras \u00e9 constante, tornando-o mais simples de interpretar.","og_url":"https:\/\/www.probool.com\/?p=4520","article_publisher":"https:\/\/www.facebook.com\/proboolnetsoftwaresolutions\/","article_published_time":"2025-02-08T11:00:26+00:00","article_modified_time":"2025-03-25T14:03:11+00:00","og_image":[{"width":1021,"height":424,"url":"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png","type":"image\/png"}],"author":"Web Master","twitter_card":"summary_large_image","twitter_misc":{"Escrito por":"Web Master","Tempo estimado de leitura":"21 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.probool.com\/?p=4520#article","isPartOf":{"@id":"https:\/\/www.probool.com\/?p=4520"},"author":{"name":"Web Master","@id":"https:\/\/www.probool.com\/#\/schema\/person\/f813b7a50e5dd2f52a39d7a302b7cff3"},"headline":"Gr\u00e1fico NP","datePublished":"2025-02-08T11:00:26+00:00","dateModified":"2025-03-25T14:03:11+00:00","mainEntityOfPage":{"@id":"https:\/\/www.probool.com\/?p=4520"},"wordCount":4261,"publisher":{"@id":"https:\/\/www.probool.com\/#organization"},"image":{"@id":"https:\/\/www.probool.com\/?p=4520#primaryimage"},"thumbnailUrl":"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png","keywords":["Gr\u00e1fico","NP"],"articleSection":["M\u00e9todos Estat\u00edsticos e An\u00e1lise de Dados"],"inLanguage":"pt-PT"},{"@type":"WebPage","@id":"https:\/\/www.probool.com\/?p=4520","url":"https:\/\/www.probool.com\/?p=4520","name":"Gr\u00e1fico NP -","isPartOf":{"@id":"https:\/\/www.probool.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.probool.com\/?p=4520#primaryimage"},"image":{"@id":"https:\/\/www.probool.com\/?p=4520#primaryimage"},"thumbnailUrl":"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png","datePublished":"2025-02-08T11:00:26+00:00","dateModified":"2025-03-25T14:03:11+00:00","breadcrumb":{"@id":"https:\/\/www.probool.com\/?p=4520#breadcrumb"},"inLanguage":"pt-PT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.probool.com\/?p=4520"]}]},{"@type":"ImageObject","inLanguage":"pt-PT","@id":"https:\/\/www.probool.com\/?p=4520#primaryimage","url":"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png","contentUrl":"https:\/\/www.probool.com\/wp-content\/uploads\/2030\/01\/ArtigoGrafico_NP.png","width":1021,"height":424},{"@type":"BreadcrumbList","@id":"https:\/\/www.probool.com\/?p=4520#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"In\u00edcio","item":"https:\/\/www.probool.com\/"},{"@type":"ListItem","position":2,"name":"Gr\u00e1fico NP"}]},{"@type":"WebSite","@id":"https:\/\/www.probool.com\/#website","url":"https:\/\/www.probool.com\/","name":"Probool WebSite","description":"","publisher":{"@id":"https:\/\/www.probool.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.probool.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-PT"},{"@type":"Organization","@id":"https:\/\/www.probool.com\/#organization","name":"Pro BoolNet Software Solutions, Lda.","url":"https:\/\/www.probool.com\/","logo":{"@type":"ImageObject","inLanguage":"pt-PT","@id":"https:\/\/www.probool.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.probool.com\/wp-content\/uploads\/2025\/06\/ProboolWeb.png","contentUrl":"https:\/\/www.probool.com\/wp-content\/uploads\/2025\/06\/ProboolWeb.png","width":480,"height":180,"caption":"Pro BoolNet Software Solutions, Lda."},"image":{"@id":"https:\/\/www.probool.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/proboolnetsoftwaresolutions\/","https:\/\/www.linkedin.com\/company\/probool"]},{"@type":"Person","@id":"https:\/\/www.probool.com\/#\/schema\/person\/f813b7a50e5dd2f52a39d7a302b7cff3","name":"Web Master","image":{"@type":"ImageObject","inLanguage":"pt-PT","@id":"https:\/\/www.probool.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/ccbb97c15a38c7cdceeef8c5fd735838?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/ccbb97c15a38c7cdceeef8c5fd735838?s=96&d=mm&r=g","caption":"Web Master"},"url":"https:\/\/www.probool.com\/?author=5"}]}},"_links":{"self":[{"href":"https:\/\/www.probool.com\/index.php?rest_route=\/wp\/v2\/posts\/4520"}],"collection":[{"href":"https:\/\/www.probool.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.probool.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.probool.com\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.probool.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4520"}],"version-history":[{"count":31,"href":"https:\/\/www.probool.com\/index.php?rest_route=\/wp\/v2\/posts\/4520\/revisions"}],"predecessor-version":[{"id":5554,"href":"https:\/\/www.probool.com\/index.php?rest_route=\/wp\/v2\/posts\/4520\/revisions\/5554"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.probool.com\/index.php?rest_route=\/wp\/v2\/media\/4588"}],"wp:attachment":[{"href":"https:\/\/www.probool.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4520"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.probool.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4520"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.probool.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4520"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}