{"id":143557,"date":"2022-08-04T04:22:35","date_gmt":"2022-08-04T09:22:35","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/08\/machine-learning-model-monitors-and-adjusts-3d-printing-process-to-correct-errors-in-real-time"},"modified":"2022-08-04T04:22:35","modified_gmt":"2022-08-04T09:22:35","slug":"machine-learning-model-monitors-and-adjusts-3d-printing-process-to-correct-errors-in-real-time","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/08\/machine-learning-model-monitors-and-adjusts-3d-printing-process-to-correct-errors-in-real-time","title":{"rendered":"Machine-learning model monitors and adjusts 3D printing process to correct errors in real-time"},"content":{"rendered":"<p><\/p>\n<p><iframe style=\"display: block; margin: 0 auto; width: 100%; aspect-ratio: 4\/3; object-fit: contain;\" src=\"https:\/\/www.youtube.com\/embed\/8nIYLAbi8uc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope;\n   picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>Scientists and engineers are constantly developing new materials with unique properties that can be used for 3D printing, but figuring out how to print with these materials can be a complex, costly conundrum.<\/p>\n<p>Often, an expert operator must use manual trial-and-error\u2014possibly making thousands of prints\u2014to determine ideal parameters that consistently print a new material effectively. These parameters include <a href=\"https:\/\/techxplore.com\/tags\/printing\/\" rel=\"tag\" class=\"\">printing<\/a> speed and how much material the printer deposits.<\/p>\n<p>MIT researchers have now used artificial intelligence to streamline this procedure. They developed a machine-learning system that uses <a href=\"https:\/\/techxplore.com\/tags\/computer+vision\/\" rel=\"tag\" class=\"\">computer vision<\/a> to watch the <a href=\"https:\/\/techxplore.com\/tags\/manufacturing+process\/\" rel=\"tag\" class=\"\">manufacturing process<\/a> and then correct errors in how it handles the material in real-time.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Scientists and engineers are constantly developing new materials with unique properties that can be used for 3D printing, but figuring out how to print with these materials can be a complex, costly conundrum. Often, an expert operator must use manual trial-and-error\u2014possibly making thousands of prints\u2014to determine ideal parameters that consistently print a new material effectively. [\u2026]<\/p>\n","protected":false},"author":427,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1489,6],"tags":[],"class_list":["post-143557","post","type-post","status-publish","format-standard","hentry","category-3d-printing","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/143557","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=143557"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/143557\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=143557"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=143557"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=143557"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}