{"id":10271,"date":"2024-02-14T14:35:33","date_gmt":"2024-02-14T19:35:33","guid":{"rendered":"https:\/\/blogs.sw.siemens.com\/podcasts\/?p=10271"},"modified":"2026-03-26T15:12:45","modified_gmt":"2026-03-26T19:12:45","slug":"how-ai-is-optimizing-factory-maintenance-part-3","status":"publish","type":"post","link":"https:\/\/blogs.sw.siemens.com\/podcasts\/ai-spectrum\/how-ai-is-optimizing-factory-maintenance-part-3\/","title":{"rendered":"How AI is optimizing factory maintenance \u2013 Part 3"},"content":{"rendered":"<div class=\"embed-megaphone\">\n<iframe loading=\"lazy\" frameborder=\"0\" height=\"200\" scrolling=\"no\" src=\"https:\/\/playlist.megaphone.fm\/?e=TLFIE8794304426\" width=\"100%\"><\/iframe>\n<\/div><!-- Megaphone -->\n\n\n<p>Predictive maintenance has long been a topic of interest in industry but implementing and scaling theoretical models into the real world has proven to be fraught with challenges. However, by approaching the problem from a different angle, Senseye seeks to develop a scalable, general-purpose solution that can easily apply to the often less than ideal real-world data coming from factories. With intelligent use of AI models, predictive maintenance can be achieved without the use of the costly and difficult to scale bespoke models that have dominated the field for many years.<\/p>\n\n\n\n<p>In this final episode on predictive maintenance, host Spencer Acain is joined by Dr. James Loach, Head of Research for Senseye Predictive Maintenance, to discuss Senseye\u2019s unique approach, the struggles of adopting predictive maintenance and AI in the real world, and what the future for AI holds.<\/p>\n\n\n\n<p><strong>In this episode you will learn:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>General purpose decision support (1:06)<\/li>\n\n\n\n<li>Challenges of adoption (6:20)<\/li>\n\n\n\n<li>A rapidly changing world (10:02)<\/li>\n<\/ul>\n\n\n<div class=\"bio-block row\">\n    <div class=\"col-3 order-first bio-pic\">\n        <img decoding=\"async\" src=\"https:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/32\/2024\/01\/1704210845592.jpg\" alt=\"James Loach\" \/>\n    <\/div>\n    <div class=\"col-9 bio-info\">\n        <div class=\"bio-header\">\n            <h4 class=\"speakerintro\">James Loach<\/h4>\n        <\/div>\n        <div class=\"bio-biography\">\n            <p>Head of Research for Senseye Predictive Maintenance <\/p>        <\/div>\n        <div class=\"bio-contact\">\n            <p><a href=\"https:\/\/www.linkedin.com\/in\/jamesloach\/\" target=\"_blank\" rel=\"noopener\">Connect with James on LinkedIn<\/a><\/p>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div class=\"bio-block row\">\n    <div class=\"col-3 order-first bio-pic\">\n        <img decoding=\"async\" src=\"https:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/32\/2022\/06\/spencer-acain.jpg\" alt=\"Spencer Acain\" \/>\n    <\/div>\n    <div class=\"col-9 bio-info\">\n        <div class=\"bio-header\">\n            <h4 class=\"speakerintro\">Spencer Acain<\/h4>\n        <\/div>\n        <div class=\"bio-biography\">\n            <p>Technical Writer for Global Marketing at Siemens Digital Industries Software<\/p>        <\/div>\n        <div class=\"bio-contact\">\n            <p><a href=\"https:\/\/www.linkedin.com\/in\/spencer-acain-a4267b125\/\" target=\"_blank\" rel=\"noopener\">Connect with Spencer on LinkedIn<\/a><\/p>\n        <\/div>\n    <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Predictive maintenance has long been a topic of interest in industry but implementing and scaling theoretical models into the real&#8230;<\/p>\n","protected":false},"author":82958,"featured_media":10273,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"spanish_translation":"","french_translation":"","german_translation":"","italian_translation":"","polish_translation":"","japanese_translation":"","chinese_translation":"","footnotes":""},"categories":[374],"tags":[353,373,298,299,385],"industry":[],"product":[],"coauthors":[499],"class_list":["post-10271","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-spectrum","tag-ai","tag-digital-transformation-tag","tag-digital-twin","tag-digitalization","tag-podcast"],"featured_image_url":"https:\/\/blogs.sw.siemens.com\/wp-content\/uploads\/sites\/32\/2024\/02\/icon-comfort-ai_original.png","_links":{"self":[{"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/posts\/10271","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/users\/82958"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/comments?post=10271"}],"version-history":[{"count":1,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/posts\/10271\/revisions"}],"predecessor-version":[{"id":10272,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/posts\/10271\/revisions\/10272"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/media\/10273"}],"wp:attachment":[{"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/media?parent=10271"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/categories?post=10271"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/tags?post=10271"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/industry?post=10271"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/product?post=10271"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/blogs.sw.siemens.com\/podcasts\/wp-json\/wp\/v2\/coauthors?post=10271"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}