{"id":183336,"date":"2024-02-22T07:27:52","date_gmt":"2024-02-22T13:27:52","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/02\/predictive-quality"},"modified":"2024-02-22T07:27:52","modified_gmt":"2024-02-22T13:27:52","slug":"predictive-quality","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/02\/predictive-quality","title":{"rendered":"Predictive Quality"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/predictive-quality2.jpg\"><\/a><\/p>\n<p>One possible solution: Predictive Quality. With this approach, the quality of components is predicted in parallel with the process using AI models \u2013 based on production data acquired at high frequency. This enables 100% checks, reduces non-productive times and detects process errors at an early stage.<\/p>\n<p><strong>Predictive Quality \u2013 What Is It?<\/strong><\/p>\n<p>When we talk about \u2018predictive quality\u2019 we mean the approach of predicting component quality in parallel with the process. The resulting component quality is derived from current production data, for example using an artificial neural network (ANN).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>One possible solution: Predictive Quality. With this approach, the quality of components is predicted in parallel with the process using AI models \u2013 based on production data acquired at high frequency. This enables 100% checks, reduces non-productive times and detects process errors at an early stage. Predictive Quality \u2013 What Is It? When we talk [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-183336","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/183336","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/427"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=183336"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/183336\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=183336"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=183336"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=183336"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}