{"id":412,"date":"2021-03-06T10:01:50","date_gmt":"2021-03-06T04:31:50","guid":{"rendered":"https:\/\/cenacle.io\/?p=412"},"modified":"2021-03-06T10:01:50","modified_gmt":"2021-03-06T04:31:50","slug":"industrial-iot","status":"publish","type":"post","link":"https:\/\/gk.palem.in\/articles\/industrial-iot\/","title":{"rendered":"Industry 4.0: Industrial IOT"},"content":{"rendered":"\n<p>Cenacle Condition-based Maintenance solution allows one to estimate costly-breakdowns by predicting the remaining-useful-life of assets in real-time.<\/p>\n\n\n\n<p><em>Problem<\/em>: Customer needed to predict the RUL (Remaining useful Life) of a highspeed train brake system in real-time based on the real-world operating conditions.<\/p>\n\n\n\n<p><em>Methodology<\/em>: Cenacle built a predictive maintenance platform with Real-time monitoring of sensor data and Telematics with below features:<\/p>\n\n\n\n<ol class=\"wp-block-list\"><li>Failure rate estimated based on the data captured from sensors<\/li><li><em>What-if analysis<\/em> done for design comparison on real-time working conditions<\/li><\/ol>\n\n\n\n<p><em>Results<\/em>: A software platform that estimates the RUL in real-time based on the operating conditions, avoiding costly breakdowns<\/p>\n\n\n<p><img decoding=\"async\" class=\"aligncenter\" title=\"Cenacle Condition-based Maintenance Platform\" src=\"https:\/\/res.cloudinary.com\/cenacle-cdn\/image\/upload\/v1543718312\/CenacleResearch\/blog\/images\/Brake-RUL.jpg\" \/><\/p>\n<p>Key concepts used: SCADA, Modbus, DDS, OPC-UA, M2M<\/p>\n<p><!-- \/wp:post-content --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p>Domain: Automotive, Manufacturing, Industry 4.0<\/p>\n<p><!-- \/wp:paragraph --><\/p>","protected":false},"excerpt":{"rendered":"<p>Cenacle offers Condition-based Maintenance solutions as SaaS (software-as-a-service) platform that customers integrate with their existing M2M and IOT solutions offerings<\/p>\n","protected":false},"author":1,"featured_media":835,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_post_was_ever_published":false,"_cloudinary_featured_overwrite":false,"fifu_image_url":"https:\/\/res.cloudinary.com\/cenacle-cdn\/image\/upload\/v1543718312\/CenacleResearch\/blog\/images\/Brake-RUL.jpg","fifu_image_alt":"Industrial IOT","footnotes":""},"categories":[50],"tags":[60,51,61,23,66,67],"class_list":["post-412","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-studies","tag-automotive","tag-case-study","tag-engineering","tag-industry-4-0","tag-iot","tag-manufacturing"],"jetpack_featured_media_url":"https:\/\/res.cloudinary.com\/cenacle-cdn\/image\/upload\/v1543718312\/CenacleResearch\/blog\/images\/Brake-RUL.jpg","jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/pfLaRd-6E","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/posts\/412","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/comments?post=412"}],"version-history":[{"count":0,"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/posts\/412\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/media\/835"}],"wp:attachment":[{"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/media?parent=412"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/categories?post=412"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gk.palem.in\/articles\/wp-json\/wp\/v2\/tags?post=412"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}