{"id":2601,"date":"2019-05-06T10:48:18","date_gmt":"2019-05-06T14:48:18","guid":{"rendered":"https:\/\/blogs.mathworks.com\/iot\/?p=2601"},"modified":"2019-05-06T11:27:17","modified_gmt":"2019-05-06T15:27:17","slug":"predictive-maintenance-from-development-to-iot-deployment","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/iot\/2019\/05\/06\/predictive-maintenance-from-development-to-iot-deployment\/","title":{"rendered":"Predictive Maintenance: From Development to IoT Deployment"},"content":{"rendered":"<p>Interest in predictive maintenance is increasing as more and more companies see it as a key application for data analytics that leverages IoT systems. Branko Dijkstra, a technical consultant at MathWorks, held a <a href=\"https:\/\/www.mathworks.com\/videos\/predictive-maintenance-from-development-to-iot-deployment-1529381986187.html\">talk<\/a> at the MATLAB Conference and covers the development of predictive maintenance algorithms, as well as their deployment on the two main nodes of IoT systems\u2014the edge and the cloud.<\/p>\n<p><a href=\"https:\/\/www.mathworks.com\/videos\/predictive-maintenance-from-development-to-iot-deployment-1529381986187.html\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-2611 size-full\" src=\"https:\/\/blogs.mathworks.com\/iot\/files\/2019\/05\/Predictive_Maintenance_Webinar-1.png\" alt=\"\" width=\"558\" height=\"318\" \/><\/a><\/p>\n<h3>What do you expect from predictive maintenance?<\/h3>\n<ul>\n<li>Maintenance cares about day-to-day operations &#8211;\u00a0<strong>Reduced downtime<\/strong><\/li>\n<li>Operations and IT look at the bigger picture &#8211;\u00a0<strong>Improved operating efficiency<\/strong><\/li>\n<li>Engineering groups get product feedback &#8211; <strong>Better customer experience<\/strong><\/li>\n<li>Upper management wants to drive growth &#8211;\u00a0<strong>New revenue streams<\/strong><\/li>\n<\/ul>\n<h3>Why MATLAB and Simulink for predictive maintenance?<\/h3>\n<ul>\n<li>Get started quickly<\/li>\n<li>Reduce the amount of data you need to store and transmit<\/li>\n<li>Deliver the results of your analytics based on your audience<\/li>\n<li>Create training data for your algorithm in the absence of real failure data<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.mathworks.com\/videos\/predictive-maintenance-from-development-to-iot-deployment-1529381986187.html\"><img decoding=\"async\" loading=\"lazy\" width=\"639\" height=\"462\" class=\"aligncenter size-full wp-image-2607\" src=\"https:\/\/blogs.mathworks.com\/iot\/files\/2019\/05\/Generate_Simulation_Data.png\" alt=\"\" \/><\/a><\/p>\n<p>You can watch Branko&#8217;s full talk and download related resources from MathWorks\u00a0<a href=\"https:\/\/www.mathworks.com\/videos\/predictive-maintenance-from-development-to-iot-deployment-1529381986187.html\">Videos and Webinars<\/a>.<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img decoding=\"async\"  class=\"img-responsive\" src=\"https:\/\/blogs.mathworks.com\/iot\/files\/2019\/05\/Predictive_Maintenance_Webinar-1.png\" onError=\"this.style.display ='none';\" \/><\/div>\n<p>Interest in predictive maintenance is increasing as more and more companies see it as a key application for data analytics that leverages IoT systems. Branko Dijkstra, a technical consultant at&#8230; <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/iot\/2019\/05\/06\/predictive-maintenance-from-development-to-iot-deployment\/\">read more >><\/a><\/p>\n","protected":false},"author":148,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[22],"tags":[279,209,277,242,247,281],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/posts\/2601"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/users\/148"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/comments?post=2601"}],"version-history":[{"count":3,"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/posts\/2601\/revisions"}],"predecessor-version":[{"id":2613,"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/posts\/2601\/revisions\/2613"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/media?parent=2601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/categories?post=2601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/iot\/wp-json\/wp\/v2\/tags?post=2601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}