{"id":32888,"date":"2025-03-03T14:27:11","date_gmt":"2025-03-03T13:27:11","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-datasets-on-manufacturing-equipment-faults-failures-for-ml-project\/"},"modified":"2025-03-03T14:27:11","modified_gmt":"2025-03-03T13:27:11","slug":"looking-for-datasets-on-manufacturing-equipment-faults-failures-for-ml-project","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/looking-for-datasets-on-manufacturing-equipment-faults-failures-for-ml-project\/","title":{"rendered":"Looking For Datasets On Manufacturing Equipment Faults\/failures For ML Project"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>I&#8217;m working on an AI project focused on predicting equipment failures in manufacturing settings. I&#8217;m looking to build a machine learning pipeline in PyTorch that can identify patterns leading to failures before they happen, so what I&#8217;m looking for is time series datasets from manufacturing equipment, labelled data with failures,<\/p>\n<p>preferably real world data, but high quality synthetic datasets would also work<\/p>\n<p>open source or academic datasets that can be used for university projects<\/p>\n<p>Im interested in any industry. I know companies often keep this data private, but there must be some research datasets or anonymized industrial data available. If anyone is interested in supporting this project, please let me know, I will make sure to anonymise any industrial data given<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/mayodoctur\"> \/u\/mayodoctur <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1j2if62\/looking_for_datasets_on_manufacturing_equipment\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/1j2if62\/looking_for_datasets_on_manufacturing_equipment\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-32888 jlk' href='javascript:void(0)' data-task='like' data-post_id='32888' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-32888 lc'>0<\/span><\/a><\/div><\/div> <div class='status-32888 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>I&#8217;m working on an AI project focused on predicting equipment failures in manufacturing settings. I&#8217;m looking to&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-32888","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/32888","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=32888"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/32888\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=32888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=32888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=32888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}