{"id":10827,"date":"2020-01-26T11:22:54","date_gmt":"2020-01-26T16:22:54","guid":{"rendered":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/?p=10827"},"modified":"2020-01-26T11:27:04","modified_gmt":"2020-01-26T16:27:04","slug":"predictive-maintenance-drives-big-gains-in-real-world","status":"publish","type":"post","link":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/predictive-maintenance-drives-big-gains-in-real-world\/10827\/","title":{"rendered":"Predictive Maintenance Drives Big Gains in Real World"},"content":{"rendered":"Originally published in Datanamani, January 8, 2020. For today\u2019s leading deep learning methods and technology, attend the conference and training workshops at\u00a0Deep Learning World Las Vegas, May 31-June 4, 2020.\u00a0\u00a0 Nobody likes doing work that isn\u2019t needed, since it consumes time and money with no discernable return. In an ideal world, we would perform the minimum amount of maintenance required to maximize performance or uptime. But how do we figure out when the perform that maintenance? Big data provides a better answer. Predictive maintenance isn\u2019t new. Mechanics have been doing it since they started working on machinery. But <a href=\"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/predictive-maintenance-drives-big-gains-in-real-world\/10827\/\" class=\"more-link\">(more&hellip;)<\/a>","protected":false},"excerpt":{"rendered":"<p>Originally published in Datanamani, January 8, 2020. For today\u2019s leading deep learning methods and technology, attend the conference and training workshops at\u00a0Deep Learning World Las Vegas, May 31-June 4, 2020.\u00a0\u00a0 Nobody likes doing work that isn\u2019t needed, since it consumes time and money with no discernable return. In an ideal world, we would perform the [&hellip;]<\/p>\n","protected":false},"author":72,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[11,48],"tags":[857,1059,1060,243,8],"class_list":["post-10827","post","type-post","status-publish","format-standard","hentry","category-industry-news","category-left-hand","tag-data-analysis","tag-industry-analytics","tag-machine-analytics","tag-machine-learning","tag-predictive-analytics"],"_links":{"self":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/10827","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/comments?post=10827"}],"version-history":[{"count":4,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/10827\/revisions"}],"predecessor-version":[{"id":10831,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/posts\/10827\/revisions\/10831"}],"wp:attachment":[{"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/media?parent=10827"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/categories?post=10827"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.predictiveanalyticsworld.com\/machinelearningtimes\/wp-json\/wp\/v2\/tags?post=10827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}