{"id":37418,"date":"2019-04-09T15:21:35","date_gmt":"2019-04-09T15:21:35","guid":{"rendered":"https:\/\/qa1.ats-global.com\/document-ats-cm4d-product-quality-validation-reporting-template-6-sigma-analysis\/"},"modified":"2025-09-29T11:05:45","modified_gmt":"2025-09-29T11:05:45","slug":"document-ats-cm4d-product-quality-validation-reporting-template-6-sigma-analysis","status":"publish","type":"post","link":"https:\/\/www.ats-global.com\/nl\/document-ats-cm4d-product-quality-validation-reporting-template-6-sigma-analysis\/","title":{"rendered":"Document: ATS CM4D Product Quality Validation Reporting Template &#8211; 6 Sigma Analysis"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>This is perhaps one of the most useful <a href=\"https:\/\/www.ats-global.com\/products\/ats-cm4d\/\" target=\"blank\" rel=\"noopener noreferrer\"><b><u>CM4D<\/u><\/b><\/a> graphs during an investigation or development phase, yet it is one of the most simple.Each feature on a component is individually evaluated and compared to the 6S standard of Ppk &gt; 1.66. The graph shows the mean and plus\/minus 3S as a blue bar with the existing main tolerance behind. It is therefore very easy to determine if the problem is an offset, (small blue bar that is high or low) or a process control problem (Large blue bar). The direction of error is clearly marked as Hi\/Low or In\/Out etc. So that adjustment can be made in the correct direction. The graph will calculate the tolerance band needed to achieve Ppk = 1.66 and show the values. The graph also evaluates the \u201dNormality\u201d of the data and it\u2019s correlation coefficient to a normal distribution <i>(Abnormal data should not be used for offset calculation without further investigation as a few \u201coutliers\u201d could be causing the problem and these might be not representative of normal production).<\/i><\/p>\n<p>Finally Each graph is colour coded. <b>Green<\/b> Graphs have already achieved the desired level of Ppk and no action is required. <b>Red<\/b> graphs have low Pp and low Ppk and have process variation issues in-depth investigation of the process is recommended. <b>Light green<\/b> graphs have good repeatability, but low Ppk. They also have data that shows as normally distributed. These features are candidates for simple tooling adjustment of maybe a tolerance offset. <b>Orange<\/b> graphs are similar to light green and might be candidates for offset, however the data shows as \u201cabnormal\u201d so further investigation of the data to identify and eliminate unusual measurements is recommended.<\/p>\n<p>\u00a0<\/p>\n<p><a href=\"https:\/\/portal.ats-cm4d.com\/Portals\/0\/Images\/StarterTemplates\/6%20Sigma-Decklid-v20.4.pdf?ver=2015-09-14-143832-017\" target=\"_blank\" rel=\"noopener noreferrer\"><br \/><img decoding=\"async\" title=\"6 SIGMA Analysis\" data-src=\"\/\/www.ats-global.com\/storage\/images\/article\/StarterTemplates_6Sigma-Decklid.png\" alt=\"6 SIGMA Analysis\" width=\"300\" height=\"200\" border=\"5\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/200;\" \/><\/a><\/p>\n<p><a href=\"https:\/\/portal.ats-cm4d.com\/Portals\/0\/Images\/StarterTemplates\/6%20Sigma-Decklid-v20.4.pdf?ver=2015-09-14-143832-017\" target=\"blank\" rel=\"noopener noreferrer\"><b><u>Download Example of 6 Sigma Analysis Report <\/u><\/b><\/a> as PDF.<\/p>\n<p>To get this CM4D template please register here: <a href=\"https:\/\/portal.ats-cm4d.com\/LinkClick.aspx?fileticket=G4tFmg4Y_rc%3d&amp;portalid=0\" target=\"blank\" rel=\"noopener noreferrer\"><b><u>https:\/\/portal.ats-cm4d.com\/<\/u><\/b><\/a><\/p>\n<p>Please <a href=\"https:\/\/www.ats-global.com\/contact-us\/\" target=\"blank\" rel=\"noopener noreferrer\"><b><u>contact us<\/u><\/b><\/a> if you wish to try ATS CM4D in your plant.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[503],"tags":[],"success_stories_industry":[],"business_offerings":[],"page_categories":[],"knowledge_services":[],"class_list":["post-37418","post","type-post","status-publish","format-standard","hentry","category-documents-videos-and-download-nl"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/posts\/37418","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/comments?post=37418"}],"version-history":[{"count":0,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/posts\/37418\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/media?parent=37418"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/categories?post=37418"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/tags?post=37418"},{"taxonomy":"success_stories_industry","embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/success_stories_industry?post=37418"},{"taxonomy":"business_offerings","embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/business_offerings?post=37418"},{"taxonomy":"page_categories","embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/page_categories?post=37418"},{"taxonomy":"knowledge_services","embeddable":true,"href":"https:\/\/www.ats-global.com\/nl\/wp-json\/wp\/v2\/knowledge_services?post=37418"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}