{"id":842,"date":"2017-11-02T15:52:53","date_gmt":"2017-11-02T13:52:53","guid":{"rendered":"http:\/\/www.rocworks.at\/wordpress\/?p=842"},"modified":"2018-07-04T11:26:51","modified_gmt":"2018-07-04T09:26:51","slug":"deep-learning-neural-network-with-wincc-oa-and-clojure","status":"publish","type":"post","link":"https:\/\/www.rocworks.at\/wordpress\/?p=842","title":{"rendered":"Deep Learning Neural Network with WinCC OA and Clojure&#8230;"},"content":{"rendered":"<p>To learn how deep learning works I decided to implement a Multilayer Neural Network with Backpropagation by my own in <a href=\"https:\/\/clojure.org\/\">Clojure<\/a>\u00a0(I did NOT use a library like Tensor Flow or Deeplearning4j). The\u00a0 link between Clojure and the SCADA system WinCC OA is\u00a0<a href=\"https:\/\/github.com\/vogler75\/oa4j\">oa4j.<\/a>\u00a0With that connection the Neural Network can be used and trained with sensor data collected by the SCADA system\u00a0&#8230;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-844\" src=\"http:\/\/www.rocworks.at\/wordpress\/wp-content\/uploads\/2017\/11\/deep-learning-pic.png\" alt=\"\" width=\"1587\" height=\"922\" srcset=\"https:\/\/www.rocworks.at\/wordpress\/wp-content\/uploads\/2017\/11\/deep-learning-pic.png 1587w, https:\/\/www.rocworks.at\/wordpress\/wp-content\/uploads\/2017\/11\/deep-learning-pic-300x174.png 300w, https:\/\/www.rocworks.at\/wordpress\/wp-content\/uploads\/2017\/11\/deep-learning-pic-768x446.png 768w, https:\/\/www.rocworks.at\/wordpress\/wp-content\/uploads\/2017\/11\/deep-learning-pic-1024x595.png 1024w\" sizes=\"auto, (max-width: 1587px) 100vw, 1587px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>To learn how deep learning works I decided to implement a Multilayer Neural Network with Backpropagation by my own in Clojure\u00a0(I did NOT use a library like Tensor Flow or Deeplearning4j). The\u00a0 link between Clojure and the SCADA system WinCC OA is\u00a0oa4j.\u00a0With that connection the Neural Network can be used and trained with sensor data &hellip; <a href=\"https:\/\/www.rocworks.at\/wordpress\/?p=842\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">Deep Learning Neural Network with WinCC OA and Clojure&#8230;<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1,32,3],"tags":[],"class_list":["post-842","post","type-post","status-publish","format-standard","hentry","category-allgemein","category-machine-learning","category-wincc-oa"],"_links":{"self":[{"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/842","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=842"}],"version-history":[{"count":5,"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/842\/revisions"}],"predecessor-version":[{"id":848,"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/842\/revisions\/848"}],"wp:attachment":[{"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=842"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=842"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.rocworks.at\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=842"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}