{"id":4896,"date":"2019-09-18T14:09:40","date_gmt":"2019-09-18T14:09:40","guid":{"rendered":"https:\/\/www.midomenech.com.br\/?p=4896"},"modified":"2024-10-29T16:14:03","modified_gmt":"2024-10-29T19:14:03","slug":"estrategia-para-desenvolver-processos-robustos","status":"publish","type":"post","link":"https:\/\/www.midomenech.com.br\/estrategia-para-desenvolver-processos-robustos\/","title":{"rendered":"Estrat\u00e9gia para desenvolver Processos Robustos"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4896\" class=\"elementor elementor-4896\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b8d066f elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"b8d066f\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-88f665f\" data-id=\"88f665f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ed97599 elementor-widget elementor-widget-text-editor\" data-id=\"ed97599\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 H\u00e1 uma estrat\u00e9gia dentro da caixa de ferramentas do DFLSS (<em>Design For Lean Six Sigma<\/em>) denominada \u201cDesenho de Processos Robustos\u201d que \u00e9 pouco conhecida pela comunidade Six Sigma embora sua enorme import\u00e2ncia para o controle de processos. Um produto, processo ou sistema \u00e9 robusto quando \u00e9 projetado para opera\u00e7\u00e3o cont\u00ednua com tempo de inatividade, taxa de falha e variabilidade muito baixos e insensibilidade muito alta a um ambiente externo que muda continuamente.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-82d84eb elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"82d84eb\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-86c29bd\" data-id=\"86c29bd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7988a6c elementor-widget elementor-widget-image\" data-id=\"7988a6c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"453\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-1-processos-robustos.png\" class=\"attachment-large size-large wp-image-8779\" alt=\"figura 1 processos robustos\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e2b65cc elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"e2b65cc\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4a773eb\" data-id=\"4a773eb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bc59249 elementor-widget elementor-widget-text-editor\" data-id=\"bc59249\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>\u00a0Uma empresa que trabalha muito bem com esta estrat\u00e9gia \u00e9 a Dupont (Figura 1). N\u00e3o se desespere quem ainda trabalha fortemente com amostragem de inspe\u00e7\u00e3o do produto final! Esse neg\u00f3cio de cultura \u00e9 dif\u00edcil de mudar, conforme destacou Don Linsenman (ex Vice-Presidente e Champion Corporativo Six Sigma na Dupont): \u201cChanging corporate culture is much like moving a cemetery&#8230; you don\u2019t get very much assistance from the occupants\u201d.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6b296fa elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"6b296fa\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4380593\" data-id=\"4380593\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e7f09ba elementor-widget elementor-widget-image\" data-id=\"e7f09ba\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"606\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-2-processos-robustos-blog.png\" class=\"attachment-large size-large wp-image-8780\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 1 \u2013 Est\u00e1gios no desenvolvimento da qualidade. Adaptado da Dupont<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-baf037c\" data-id=\"baf037c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-067e259 elementor-widget elementor-widget-text-editor\" data-id=\"067e259\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 O m\u00e9todo tem 3 est\u00e1gios, conforme destaca Barker (1990, Engineering quality by design):<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li><strong>Desenho do Sistema ou Conceito (\u201csystem design\u201d):<\/strong> Inclui a concep\u00e7\u00e3o e os projetos iniciais, tanto do produto como do processo. A cria\u00e7\u00e3o do conceito corresponde \u00e0 etapa A do DMADV e exige grandes doses de inventividade e criatividade.<\/li>\n<li><strong>Desenho dos par\u00e2metros (\u201cparameter design\u201d):<\/strong> Um produto pode atender \u00e0s suas fun\u00e7\u00f5es em diferentes n\u00edveis dos fatores. O objetivo \u00e9 projetar um produto que seja menos sens\u00edvel a essa varia\u00e7\u00e3o dos fatores sem atacar a pr\u00f3pria varia\u00e7\u00e3o. Escolher condi\u00e7\u00f5es do processo no qual o produto ter\u00e1 varia\u00e7\u00e3o m\u00ednima. Etapas DV do DMADV.<\/li>\n<li><strong>Desenho das toler\u00e2ncias (\u201ctolerance design\u201d):<\/strong>\u00a0 Neste est\u00e1gio se determinam os limites de toler\u00e2ncia que minimizam os custos durante a produ\u00e7\u00e3o e durante o ciclo de vida do produto.<\/li>\n<\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b2353ec elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"b2353ec\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-96cb190\" data-id=\"96cb190\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2fd2976 elementor-widget elementor-widget-rt-heading\" data-id=\"2fd2976\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >Forma de trabalhar com o Desenho dos par\u00e2metros<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f37e2f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"f37e2f9\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-48f2532\" data-id=\"48f2532\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-816c0e6 elementor-widget elementor-widget-text-editor\" data-id=\"816c0e6\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 As vari\u00e1veis que afetam a qualidade de um produto podem ser classificadas em tr\u00eas categorias: fatores de controle, fatores de ru\u00eddo e fatores de sinal.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b92de25 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"b92de25\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e58baa9\" data-id=\"e58baa9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3344598 elementor-widget elementor-widget-image\" data-id=\"3344598\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"451\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-3-processos-robustos-blog.png\" class=\"attachment-large size-large wp-image-8781\" alt=\"figura 3 processos robustos blog\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 2 \u2013 Classifica\u00e7\u00e3o de fatores que afetam um produto ou processo<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1007352 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"1007352\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3b229d4\" data-id=\"3b229d4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-25b1bb9 elementor-widget elementor-widget-text-editor\" data-id=\"25b1bb9\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 Os fatores de controle podem ser classificados em quatro grupos com rela\u00e7\u00e3o ao efeito produzido na distribui\u00e7\u00e3o das caracter\u00edsticas de qualidade (y):<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:list {\"ordered\":true} --><\/p>\n<h5>1 &#8211; Afetam tanto a m\u00e9dia como a vari\u00e2ncia (Figura 3)<\/h5>\n<h5>2 &#8211; Afetam apenas a m\u00e9dia (s\u00e3o os chamados fatores de ajuste, Figura 4)<\/h5>\n<h5>3 &#8211; Afetam apenas a vari\u00e2ncia<\/h5>\n<h5>4 &#8211; N\u00e3o afetam nem a m\u00e9dia nem a vari\u00e2ncia<\/h5>\n<p><!-- \/wp:list --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>\u00a0 Os fatores do grupo \u201ca\u201d e \u201cc\u201d ser\u00e3o usados para reduzir a variabilidade, os do grupo \u201cb\u201d para ajustar a m\u00e9dia no valor nominal, enquanto que os do grupo \u201cd\u201d ser\u00e3o utilizados como fator de custo, ou seja, ser\u00e3o escolhidos os n\u00edveis que representam menor gasto na produ\u00e7\u00e3o.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-462a515 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"462a515\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9c0bcfb\" data-id=\"9c0bcfb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2b2ad73 elementor-widget elementor-widget-image\" data-id=\"2b2ad73\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"404\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-4-processos-robustos-blog.png\" class=\"attachment-large size-large wp-image-8782\" alt=\"figura 4 processos robustos blog\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 3 \u2013 Fatores de ajuste da varia\u00e7\u00e3o<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6f12d13 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"6f12d13\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d947ca0\" data-id=\"d947ca0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d735ac2 elementor-widget elementor-widget-image\" data-id=\"d735ac2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"406\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-5-processos-robustos-blog.png\" class=\"attachment-large size-large wp-image-8783\" alt=\"figura 5 processos robustos blog\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 4 \u2013 Fatores de ajuste do alvo<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-39ea6d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"39ea6d2\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ac2fc2f\" data-id=\"ac2fc2f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d5b8513 elementor-widget elementor-widget-text-editor\" data-id=\"d5b8513\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 H\u00e1 duas abordagens estat\u00edsticas para obter processos robustos:<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li><strong>Enfoque de Taguchi:<\/strong> usa matrizes experimentais usualmente maiores que as tradicionais, h\u00e1 confus\u00e3o grande entre os fatores controlados e o quociente sinal-ru\u00eddo n\u00e3o necessariamente minimiza a variabilidade, pode dar ideia errada sobre os efeitos importantes.<\/li>\n<li><strong>Enfoque de transmiss\u00e3o da vari\u00e2ncia:<\/strong> usa um enfoque te\u00f3rico para obter a vari\u00e2ncia transmitida. A maior \u201cdificuldade\u201d dessa estrat\u00e9gia \u00e9 a constru\u00e7\u00e3o do modelo para a varia\u00e7\u00e3o. Mostraremos a forma de faz\u00ea-lo no Minitab.<\/li>\n<\/ul>\n<p><!-- \/wp:list --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>\u00a0 O primeiro passo \u00e9 obter as equa\u00e7\u00f5es do processo usando planejamento experimental ou dados hist\u00f3ricos. Estas equa\u00e7\u00f5es podem incluir vari\u00e1veis controladas e de ru\u00eddo. A seguir se pode modelar a vari\u00e2ncia transmitida tomando derivadas parciais da equa\u00e7\u00e3o em rela\u00e7\u00e3o aos fatores controlados e de ru\u00eddo:<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a81a21f elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"a81a21f\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6e47fdb\" data-id=\"6e47fdb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9bc8517 elementor-widget elementor-widget-image\" data-id=\"9bc8517\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"77\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-6-processos-robustos-blog.png\" class=\"attachment-medium size-medium wp-image-8784\" alt=\"figura 6 processos robustos blog\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-20019b3 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"20019b3\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6935e62\" data-id=\"6935e62\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d4639c elementor-widget elementor-widget-text-editor\" data-id=\"4d4639c\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<figure><img decoding=\"async\" src=\"https:\/\/www.midomenech.com.br\/lean-seis-sigma\/images\/artigos\/processos-robustos-vartran.jpg\" alt=\"\" \/>onde y representa a equa\u00e7\u00e3o que \u00e9 fun\u00e7\u00e3o de <em>x1, x2, &#8230;, xk<\/em> e<img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-8794\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/Captura-de-tela-2024-10-07-165228.png\" alt=\"\" width=\"23\" height=\"30\" \/>\u00a0representa o desvio padr\u00e3o da vari\u00e1vel controlada ou de ru\u00eddo.<\/figure>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>\u00a0 Uma vez de posse da fun\u00e7\u00e3o Var(y), procura-se otimizar conjuntamente a fun\u00e7\u00e3o m\u00e9dia (y) enquanto se minimiza Var(y). O princ\u00edpio pode ser ilustrado usando uma equa\u00e7\u00e3o quadr\u00e1tica:\u00a0y = 18+ 45 x \u2013 3 x<sup>2<\/sup>.\u00a0Fazendo a derivada em rela\u00e7\u00e3o a x:<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bed2c26 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"bed2c26\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1f3bfb0\" data-id=\"1f3bfb0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f68fc9a elementor-widget elementor-widget-image\" data-id=\"f68fc9a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"54\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-7-processos-robustos-blog.png\" class=\"attachment-medium size-medium wp-image-8785\" alt=\"figura 7 processos robustos blog\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b7097d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"b7097d2\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f041b9a\" data-id=\"f041b9a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d62644 elementor-widget elementor-widget-text-editor\" data-id=\"3d62644\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0Supondo <img decoding=\"async\" loading=\"lazy\" class=\"wp-image-8794 alignnone\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/Captura-de-tela-2024-10-07-165228.png\" alt=\"\" width=\"28\" height=\"36\" \/> = 1, o desvio padr\u00e3o transmitido para cada valor de \u201cx\u201d est\u00e1 ilustrado na Figura 6 e vai ser raiz((45-6x)^2). Fica claro o ponto do x que minimiza a vari\u00e2ncia do y.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2b2c517 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"2b2c517\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eccf855\" data-id=\"eccf855\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-27591df elementor-widget elementor-widget-image\" data-id=\"27591df\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"768\" height=\"511\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-8-processos-robustos-blog.png\" class=\"attachment-medium_large size-medium_large wp-image-8786\" alt=\"figura 8 processos robustos blog\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 6 \u2013 Erro transmitido por uma fun\u00e7\u00e3o quadr\u00e1tica<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c74b411 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"c74b411\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-42a334a\" data-id=\"42a334a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-173883d elementor-widget elementor-widget-text-editor\" data-id=\"173883d\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 O princ\u00edpio de transmiss\u00e3o da vari\u00e2ncia foi ilustrado na Figura 7. Em torno de cada ponto da superf\u00edcie m\u00e9dia se determina a varia\u00e7\u00e3o gerada no y pela varia\u00e7\u00e3o dos xs. Essa varia\u00e7\u00e3o gera a superf\u00edcie da vari\u00e2ncia transmitida.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3ed8f31 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"3ed8f31\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-046fc97\" data-id=\"046fc97\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-65e2026 elementor-widget elementor-widget-image\" data-id=\"65e2026\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"644\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-9-processos-robustos-blog.png\" class=\"attachment-large size-large wp-image-8787\" alt=\"figura 9 processos robustos blog\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 7 \u2013 Transmiss\u00e3o da varia\u00e7\u00e3o: da superf\u00edcie da m\u00e9dia para a superf\u00edcie da vari\u00e2ncia<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6d2720a elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"6d2720a\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-50c2106\" data-id=\"50c2106\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a42c31c elementor-widget elementor-widget-text-editor\" data-id=\"a42c31c\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<h4>&nbsp; A an\u00e1lise da transmiss\u00e3o da varia\u00e7\u00e3o no Minitab segue a receita da Figura 8:<\/h4>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9723f4e\" data-id=\"9723f4e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2651a77 elementor-widget elementor-widget-image\" data-id=\"2651a77\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"649\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-10-processos-robustos.png\" class=\"attachment-large size-large wp-image-8788\" alt=\"figura 10 processos robustos\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 8 \u2013 Passos da an\u00e1lise da transmiss\u00e3o da varia\u00e7\u00e3o no Minitab<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e5e2ad6 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"e5e2ad6\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d94cc18\" data-id=\"d94cc18\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a006817 elementor-widget elementor-widget-rt-heading\" data-id=\"a006817\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >Exemplo de otimiza\u00e7\u00e3o conjunta da m\u00e9dia e variabilidade<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a79b2ec elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"a79b2ec\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-291b565\" data-id=\"291b565\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-178ead1 elementor-widget elementor-widget-text-editor\" data-id=\"178ead1\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>Considere um exemplo com tr\u00eas fatores no qual se deseja manter os valores nominais de um torno autom\u00e1tico. Os fatores e seus extremos est\u00e3o na Tabela 2. O experimento tem dois objetivos:<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li>Obter delta = 0<\/li>\n<li>Minimizar a varia\u00e7\u00e3o transmitida pelos fatores<\/li>\n<\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a14d32d elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"6a14d32d\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-29350008\" data-id=\"29350008\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64d692bc elementor-widget elementor-widget-text-editor\" data-id=\"64d692bc\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:image --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:image --><\/p>\n<figure><\/figure>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<figure><\/figure>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:list --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<h5>Tabela 2 \u2013 Regi\u00e3o de interesse para o estudo do torno<\/h5>\n<div dir=\"ltr\" style=\"margin-left: -5.4pt;\" align=\"left\">\n<table style=\"border: none; border-collapse: collapse;\"><colgroup> <col width=\"247\" \/> <col width=\"132\" \/> <col width=\"197\" \/><\/colgroup>\n<tbody>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Fatores<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Range<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Unidade<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Velocidade de corte<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">330-700<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">fpm (feet por minuto)<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Taxa de alimenta\u00e7\u00e3o<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,010-0,022<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">ppr (polegadas por revolu\u00e7\u00e3o)<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Profundidade de corte<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,05-0,10<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Polegadas<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"border-bottom: solid #000000 0.5pt; border-top: solid #000000 0.5pt; vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word;\">\u00a0<\/td>\n<td style=\"border-bottom: solid #000000 0.5pt; border-top: solid #000000 0.5pt; vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word;\">\u00a0<\/td>\n<td style=\"border-bottom: solid #000000 0.5pt; border-top: solid #000000 0.5pt; vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word;\">\u00a0<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Resposta<\/span><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">: Desvio do valor nominal<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\u00a0<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">mils (0,001 polegadas)<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"border-bottom: solid #000000 0.5pt; border-top: solid #000000 0.5pt; vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word;\">\u00a0<\/td>\n<td style=\"border-bottom: solid #000000 0.5pt; border-top: solid #000000 0.5pt; vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word;\">\u00a0<\/td>\n<td style=\"border-bottom: solid #000000 0.5pt; border-top: solid #000000 0.5pt; vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word;\">\u00a0<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\" colspan=\"3\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: justify; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Objetivos<\/span><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">: Desvio do nominal = 0, Minimizar varia\u00e7\u00e3o transmitida<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:image --><\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/www.midomenech.com.br\/lean-seis-sigma\/images\/artigos\/processos-robustos-fatores-estudo-torno.jpg\" alt=\"\" \/><\/figure>\n<p><!-- \/wp:image --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>A Tabela 3 tem os resultados do experimento.<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<h5>Tabela 3 \u2013 Dados para o experimento do torno<\/h5>\n<div dir=\"ltr\" style=\"margin-left: 0pt;\" align=\"center\">\n<table style=\"border: none; border-collapse: collapse;\"><colgroup> <col width=\"64\" \/> <col width=\"91\" \/> <col width=\"91\" \/> <col width=\"91\" \/> <col width=\"91\" \/><\/colgroup>\n<tbody>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Ensaio<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">A: Velocidade (fpm)<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">B: Alimenta\u00e7\u00e3o (ppr)<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">C: Profundidade (polegadas)<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Delta <\/span><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\"><br \/><\/span><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">(mils)<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">1<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">330<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,01<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,081<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">2<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">700<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,01<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,410<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">3<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">330<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,022<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,240<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">4<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">700<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,022<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,530<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">5<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">330<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,05<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,280<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">6<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">700<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,05<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,120<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">7<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">330<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,1<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,520<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">8<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">700<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,1<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,310<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">9<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,01<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,05<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,240<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">10<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,022<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,05<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,097<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">11<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,01<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,1<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,140<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">12<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,022<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,1<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,370<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">13<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,130<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">14<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,071<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">15<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,060<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">16<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,190<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 11.35pt;\">\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">17<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">515<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,016<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,075<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 3.5pt 0pt 3.5pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">-0,140<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:image --><\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/www.midomenech.com.br\/lean-seis-sigma\/images\/artigos\/processos-robustos-experimentos-do-torno-dados.jpg\" alt=\"\" \/><\/figure>\n<p><!-- \/wp:image --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>\u00a0 A an\u00e1lise pode ser realizada na plataforma de regress\u00e3o m\u00faltipla ou na plataforma DOE (\u201cEstat\\DOE\\Superf\u00edcie de Resposta\\An\u00e1lise de Experimento de Superf\u00edcie de Resposta&#8230;\u201d). A equa\u00e7\u00e3o final est\u00e1 na Tabela 4. O modelo ajusta os dados de forma adequada (R2 ajustado = 94,1%).<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<h5>Tabela 4 \u2013 An\u00e1lise do experimento realizado no torno<\/h5>\n<div dir=\"ltr\" style=\"margin-left: -5.4pt;\" align=\"left\">\n<table style=\"border: none; border-collapse: collapse;\"><colgroup> <col width=\"576\" \/><\/colgroup>\n<tbody>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 10pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Modelo final (vari\u00e1veis n\u00e3o codificadas):<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 6pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Delta = 1,83914-0,00321718Vel-99,3908Ali-26,0787Prof+0,000002093Vel2+341,832Prof2+0,247523Vel Ali -0,0329730 Vel Prof<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Sum\u00e1rio do Modelo<\/span><\/p>\n<p>\u00a0<\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0S\u00a0 \u00a0 \u00a0 R2\u00a0 R2(aj)\u00a0 R2(pred)<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,0683998\u00a0 96,69%\u00a0 94,12%\u00a0 \u00a0 81,52%<\/span><\/p>\n<p>\u00a0<\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Coeficientes Codificados<\/span><\/p>\n<p>\u00a0<\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Termo \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Coef\u00a0 EP de Coef\u00a0 Valor-T\u00a0 Valor-P<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Constante\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 -0,1198\u00a0 \u00a0 \u00a0 0,0272\u00a0 \u00a0 -4,41\u00a0 \u00a0 0,002<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Velocidade (fpm)\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 0,0789\u00a0 \u00a0 \u00a0 0,0242 \u00a0 \u00a0 3,26\u00a0 \u00a0 0,010<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Alimenta\u00e7\u00e3o (ppr) \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 0,1685\u00a0 \u00a0 \u00a0 0,0242 \u00a0 \u00a0 6,97\u00a0 \u00a0 0,000<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Profundidade (polegada) \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 0,2054\u00a0 \u00a0 \u00a0 0,0242 \u00a0 \u00a0 8,49\u00a0 \u00a0 0,000<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Velocidade (fpm)*Velocidade (fpm) \u00a0 \u00a0 \u00a0 \u00a0 0,0716\u00a0 \u00a0 \u00a0 0,0333 \u00a0 \u00a0 2,15\u00a0 \u00a0 0,060<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Profundidade*Profundidade \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 0,2136\u00a0 \u00a0 \u00a0 0,0333 \u00a0 \u00a0 6,42\u00a0 \u00a0 0,000<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Velocidade (fpm)*Alimenta\u00e7\u00e3o (ppr)\u00a0 \u00a0 \u00a0 \u00a0 0,2748\u00a0 \u00a0 \u00a0 0,0342 \u00a0 \u00a0 8,03\u00a0 \u00a0 0,000<\/span><\/p>\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 9pt; font-family: 'Courier New'; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Velocidade (fpm)*Profundidade\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 -0,1525\u00a0 \u00a0 \u00a0 0,0342\u00a0 \u00a0 -4,46\u00a0 \u00a0 0,002<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:image --><\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/www.midomenech.com.br\/lean-seis-sigma\/images\/artigos\/processos-robustos-equacao-da-media-delta.jpg\" alt=\"\" \/><\/figure>\n<p><!-- \/wp:image --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>\u00a0 Como se pode ver na Figura 9 h\u00e1 infinitas combina\u00e7\u00f5es que permitem obter Delta = 0. Qual destas condi\u00e7\u00f5es \u00e9 mais robusta considerando que os fatores controlados variam conforme a Tabela 5?<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<h5>Tabela 5 \u2013 Regi\u00e3o de interesse para o estudo do torno<\/h5>\n<div dir=\"ltr\" style=\"margin-left: 0pt;\" align=\"center\">\n<table style=\"border: none; border-collapse: collapse;\"><colgroup> <col width=\"256\" \/> <col width=\"147\" \/><\/colgroup>\n<tbody>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: bold; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Fatores<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Desvio padr\u00e3o (x)<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Velocidade de corte<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">5 fpm<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Taxa de alimenta\u00e7\u00e3o<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,003 ppr<\/span><\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 0pt;\">\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">Profundidade de corte<\/span><\/p>\n<\/td>\n<td style=\"vertical-align: top; padding: 0pt 5.4pt 0pt 5.4pt; overflow: hidden; overflow-wrap: break-word; border: solid #000000 0.5pt;\">\n<p dir=\"ltr\" style=\"line-height: 1.2; text-align: center; margin-top: 0pt; margin-bottom: 0pt;\"><span style=\"font-size: 12pt; font-family: Gisha; color: #000000; background-color: transparent; font-weight: 400; font-style: normal; font-variant: normal; text-decoration: none; vertical-align: baseline; white-space: pre-wrap;\">0,0125 polegadas<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:image --><\/p>\n<p><!-- \/wp:image --><\/p>\n<p><!-- wp:image --><\/p>\n<p><!-- \/wp:image --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:list --><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c50b0a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"c50b0a8\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c85502a\" data-id=\"c85502a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-61909e7 elementor-widget elementor-widget-image\" data-id=\"61909e7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-11-processos-robustos.png\" class=\"attachment-large size-large wp-image-8789\" alt=\"figura 11 processos robustos\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 9 \u2013 Gr\u00e1ficos de contorno para Delta. A seta mostra linhas com Delta = 0<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0f4a897\" data-id=\"0f4a897\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5d7f966 elementor-widget elementor-widget-text-editor\" data-id=\"5d7f966\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 Para obter a condi\u00e7\u00e3o mais robusta do processo deve-se obter a fun\u00e7\u00e3o da vari\u00e2ncia a partir a equa\u00e7\u00e3o da Tabela 4 usando a f\u00f3rmula de propaga\u00e7\u00e3o do erro:<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d15eb9 elementor-widget elementor-widget-image\" data-id=\"7d15eb9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"111\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-12-processos-robustos.png\" class=\"attachment-medium size-medium wp-image-8790\" alt=\"figura 12 processos robustos\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-93db811 elementor-widget elementor-widget-text-editor\" data-id=\"93db811\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>A f\u00f3rmula da vari\u00e2ncia transmitida \u00e9:\u00a0<\/p>\n<p>Var(y) =[(-0,00321718 + 2 x 0,0000020933 Vel + 0,247523Alim -0,0329730 Prof)<sup>2<\/sup> x 5<sup>2<\/sup> + (-99,3908 +0,247523 Vel)<sup>2<\/sup> x 0,003<sup>2<\/sup> + (-26,0787 + 2 x 341,832 Prof -0,0329730Vel)<sup>2<\/sup> x 0,0125<sup>2<\/sup>] = vartran<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-49ec085 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"49ec085\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e1f320c\" data-id=\"e1f320c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9d8f853 elementor-widget elementor-widget-text-editor\" data-id=\"9d8f853\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 A equa\u00e7\u00e3o da vari\u00e2ncia pode ser constru\u00edda no Minitab usando \u201cCalc\\Calculadora\u201d. O formato da f\u00f3rmula adequada para o Minitab est\u00e1 abaixo:<\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>((-0,00321718+2*0,0000020933*&#8217;Velocidade (fpm)&#8217;+0,247523*&#8217;Alimenta\u00e7\u00e3o (ppr)&#8217;<br \/>-0,0329730*&#8217;Profundidade (polegada)&#8217;)^2*5^2+(-99,3908+0,247523*&#8217;Velocidade (fpm)&#8217;)^2*0,003^2 +(-26,0787+2*341,832*&#8217;Profundidade (polegada)&#8217;-0,0329730*&#8217;Velocidade (fpm)&#8217;)^2*0,0125^2)<br \/><br \/>\u00a0 Uma vez constru\u00edda uma coluna com a vari\u00e2ncia transmitida, deve-se obter a equa\u00e7\u00e3o de regress\u00e3o de Vartran em \u201cEstat\\DOE\\ Superf\u00edcie de Resposta\\ An\u00e1lise de Experimento de Superf\u00edcie de Resposta&#8230;\u201d.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a55ff38 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"a55ff38\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a9e91f4\" data-id=\"a9e91f4\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cfc81f8 elementor-widget elementor-widget-rt-heading\" data-id=\"cfc81f8\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >Otimiza\u00e7\u00e3o conjunta da m\u00e9dia e dispers\u00e3o<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2ba9feb elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"2ba9feb\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-08a2d73\" data-id=\"08a2d73\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-20669e1 elementor-widget elementor-widget-text-editor\" data-id=\"20669e1\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0Finalmente podemos fazer a otimiza\u00e7\u00e3o conjunta da m\u00e9dia e vari\u00e2ncia. Lembre que se deseja Delta = 0, com m\u00ednima vari\u00e2ncia transmitida. Para isto usamos a ferramenta de otimiza\u00e7\u00e3o do Minitab (Otimizador de resposta). O resultado final est\u00e1 na Figura 10. A condi\u00e7\u00e3o ideal est\u00e1 centrada em torno dos valores: Velocidade = 515, Alimenta\u00e7\u00e3o = 0,022 e Profundidade de Corte = 0,063.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ff8885b elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"ff8885b\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8174a6b\" data-id=\"8174a6b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-44717d2 elementor-widget elementor-widget-image\" data-id=\"44717d2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-13-processos-robustos.png\" class=\"attachment-large size-large wp-image-8791\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 10 \u2013 Valores \u00f3timos para obter Delta pr\u00f3ximo de zero e vari\u00e2ncia m\u00ednima<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-39abaab elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"39abaab\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-118ff54\" data-id=\"118ff54\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3dc7707 elementor-widget elementor-widget-text-editor\" data-id=\"3dc7707\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>\u00a0 A regulagem obtida foi bastante \u201cinteligente\u201d. A Figura 11 mostra a intera\u00e7\u00e3o da resposta m\u00e9dia (Delta) para os fatores Velocidade e Profundidade fixando Alimenta\u00e7\u00e3o em 0,022. Para Velocidade = 515, a Profundidade em 0,063 polegadas \u00e9 uma regi\u00e3o muito est\u00e1vel para a m\u00e9dia e pr\u00f3ximo do nominal (zero)! Tamb\u00e9m pelo gr\u00e1fico de efeitos principais da Figura 12, observa-se claramente que os fatores Velocidade e Profundidade permitem modificar a vari\u00e2ncia transmitida, enquanto que a vari\u00e1vel Alimenta\u00e7\u00e3o permite ajustar a m\u00e9dia.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-328f35b elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"328f35b\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-cadd929\" data-id=\"cadd929\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79cb9bc elementor-widget elementor-widget-image\" data-id=\"79cb9bc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"684\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-14-processos-robustos-blog.png\" class=\"attachment-large size-large wp-image-8792\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 11 \u2013 Intera\u00e7\u00e3o Velocidade x Profundidade para a resposta Delta, fixando Alimenta\u00e7\u00e3o em 0,022<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-d93acd1\" data-id=\"d93acd1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c735b42 elementor-widget elementor-widget-image\" data-id=\"c735b42\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"685\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/figura-15-processos-robustos.png\" class=\"attachment-large size-large wp-image-8793\" alt=\"figura 15 processos robustos\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figura 12 \u2013 Gr\u00e1fico de efeitos principais da vari\u00e1vel Delta<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6183e70 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"6183e70\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-afc37b5\" data-id=\"afc37b5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f0bfca elementor-widget elementor-widget-rt-heading\" data-id=\"9f0bfca\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >Conclus\u00e3o<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c3907ac elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"c3907ac\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e3ad000\" data-id=\"e3ad000\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73cc1e7 elementor-widget elementor-widget-text-editor\" data-id=\"73cc1e7\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<figure><\/figure>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:list --><\/p>\n<ul>\n<li>A estrat\u00e9gia de constru\u00e7\u00e3o de processos robustos \u00e9 um m\u00e9todo poderoso dentro do Lean Six Sigma. Permite reduzir defeitos, obter um processo com maior folga na janela operacional, vantagem competitiva pela maior const\u00e2ncia do produto e vantagem econ\u00f4mica porque se pode levar o processo a um ponto de menor custo dentro da especifica\u00e7\u00e3o.<\/li>\n<li>Permite obter o modelo da vari\u00e2ncia transmitida a partir do modelo da m\u00e9dia. O modelo da m\u00e9dia pode ser constru\u00eddo com dados hist\u00f3ricos ou dados de um experimento planejado.<\/li>\n<li>Pode ser implementado com certa facilidade no Minitab.<\/li>\n<\/ul>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c1c16d0 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"c1c16d0\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-071fa58\" data-id=\"071fa58\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f45a9d1 elementor-widget elementor-widget-image\" data-id=\"f45a9d1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2019\/09\/Carlos-Domenech-.png\" class=\"attachment-large size-large wp-image-7968\" alt=\"carlos domenech autor\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d4fc8d6\" data-id=\"d4fc8d6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-16b4810 elementor-widget elementor-widget-rt-heading\" data-id=\"16b4810\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper style-5\">\n\t\t\t\t\t\t<h4 class=\"rt-heading style-5\" >Carlos Domenech<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f68773 elementor-widget elementor-widget-rt-heading\" data-id=\"8f68773\" data-element_type=\"widget\" data-widget_type=\"rt-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"rt-heading-wrapper\">\n\t\t\t\t\t\t<h4 class=\"rt-heading secondary-font\" >Master Black Belt, consultor e CEO da MI Domenech<\/h4>\n\t\t\t\t\t<\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-b038c2a\" data-id=\"b038c2a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6cd9fac elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"6cd9fac\" data-element_type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/www.linkedin.com\/in\/carlos-domenech-9b01a84\/\">\n\t\t\t<i aria-hidden=\"true\" class=\"rt-elementor-icon 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elementor-widget elementor-widget-image\" data-id=\"caa8e3f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/online.midomenech.com.br\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"179\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2023\/03\/Lean-Six-sigma.png\" class=\"attachment-large size-large wp-image-7497\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-04a89b4 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"04a89b4\" 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class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dead7f2 elementor-widget elementor-widget-heading\" data-id=\"dead7f2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Leia Mais!<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8b5cbb2 elementor-section-boxed elementor-section-height-default elementor-section-height-default default-style\" data-id=\"8b5cbb2\" data-element_type=\"section\" data-settings=\"{&quot;rt_color_sets&quot;:&quot;default-style&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div 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Fazendo funcionar o Pensamento<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.midomenech.com.br\/fazendo-funcionar-o-pensamento-estatistico\/\" >\n\t\t\tSAIBA MAIS \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9060 post type-post status-publish format-standard has-post-thumbnail hentry category-estatistica tag-conceitos tag-gestao-de-projetos tag-metodos-ageis tag-parte-1 tag-pensamento-estatistico\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2025\/01\/Conceitos-do-Pensamento-Estatistico-Parte-I-banner-blog.jpg\" class=\"attachment-medium size-medium wp-image-9074\" alt=\"\" loading=\"lazy\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.midomenech.com.br\/conceitos-do-pensamento-estatistico\/\" >\n\t\t\t\tConceitos do Pensamento Estat\u00edstico &#8211; Parte 1\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t31 de janeiro de 2025\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>H\u00e1 tr\u00eas artigos sobre Pensamento Estat\u00edstico:\u00a0 Parte I. 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A \u00fanica certeza \u00e9 que a batalha pelos clientes<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.midomenech.com.br\/sorrindocomlssedflssestilostartup\/\" >\n\t\t\tSAIBA MAIS \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-9036 post type-post status-publish format-standard has-post-thumbnail hentry category-estatistica category-otimizacao tag-brainstorming-2-0 tag-criatividade tag-pensamento-estatistico tag-produzir-ideias tag-turbine-sua-criatividade\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.midomenech.com.br\/brainstorming20\/\" >\n\t\t\t<div class=\"elementor-post__thumbnail\"><img decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/www.midomenech.com.br\/wp-content\/uploads\/2024\/12\/Brainstorming-2.0-turbine-sua-criatividade-e-produza-mais-ideias-.png\" class=\"attachment-medium size-medium wp-image-9044\" alt=\"Brainstorming 2.0 turbine sua criatividade e produza mais ideias! banner\" loading=\"lazy\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.midomenech.com.br\/brainstorming20\/\" >\n\t\t\t\tBrainstorming 2.0: turbine sua criatividade e produza mais ideias!\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\t20 de dezembro de 2024\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__excerpt\">\n\t\t\t<p>\u00a0 Voc\u00ea j\u00e1 deve ter participado de reuni\u00f5es gerenciais ou reuni\u00f5es de grupos de melhoria nas quais se apresenta um problema e se solicitam ideias<\/p>\n\t\t<\/div>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/www.midomenech.com.br\/brainstorming20\/\" >\n\t\t\tSAIBA MAIS \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00a0 H\u00e1 uma estrat\u00e9gia dentro da caixa de ferramentas do DFLSS (Design For Lean Six Sigma) denominada \u201cDesenho de Processos Robustos\u201d que \u00e9 pouco conhecida pela comunidade Six Sigma embora sua enorme import\u00e2ncia para o controle de processos. Um produto, processo ou sistema \u00e9 robusto quando \u00e9 projetado para opera\u00e7\u00e3o cont\u00ednua com tempo de inatividade, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6800,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.14 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Estrat\u00e9gia para desenvolver Processos Robustos - MI Domenech<\/title>\n<meta name=\"description\" content=\"Dentro da caixa de ferramentas do DFLSS obt\u00e9m o \u201cDesenho de Processos Robustos\u201d e sua enorme import\u00e2ncia para o controle de processos.\" \/>\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.midomenech.com.br\/estrategia-para-desenvolver-processos-robustos\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Estrat\u00e9gia para desenvolver Processos Robustos - 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