{"id":432,"date":"2023-03-01T09:05:50","date_gmt":"2023-03-01T08:05:50","guid":{"rendered":"https:\/\/research.dii.unipd.it\/labme\/?page_id=432"},"modified":"2023-03-10T16:51:15","modified_gmt":"2023-03-10T15:51:15","slug":"deep-learning-applications-for-electric-machines","status":"publish","type":"page","link":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/","title":{"rendered":"Deep Learning Applications for Electric Machines"},"content":{"rendered":"\n\n\n\n
\n
    \n
  • Induction machine diagnostics by neural network-based current signature analysis<\/li>\n<\/ul>\n<\/td>\n
\"\"<\/a><\/td>\n<\/tr>\n
\n
    \n
  • Design optimization of a PM motor by neural network performance prediction<\/li>\n<\/ul>\n<\/td>\n
\"\"<\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

Induction machine diagnostics by neural network-based current signature analysis Design optimization of a PM motor by neural network performance prediction<\/p>\n","protected":false},"author":32,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"folder":[],"class_list":["post-432","page","type-page","status-publish","hentry"],"yoast_head":"\nDeep Learning Applications for Electric Machines - LABME<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Deep Learning Applications for Electric Machines - LABME\" \/>\n<meta property=\"og:description\" content=\"Induction machine diagnostics by neural network-based current signature analysis Design optimization of a PM motor by neural network performance prediction\" \/>\n<meta property=\"og:url\" content=\"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/\" \/>\n<meta property=\"og:site_name\" content=\"LABME\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DIIUnipd\/\" \/>\n<meta property=\"article:modified_time\" content=\"2023-03-10T15:51:15+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/research.dii.unipd.it\/labme\/wp-content\/uploads\/sites\/24\/2023\/02\/diagnostics.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/\",\"url\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/\",\"name\":\"Deep Learning Applications for Electric Machines - LABME\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/wp-content\\\/uploads\\\/sites\\\/24\\\/2023\\\/02\\\/diagnostics.png\",\"datePublished\":\"2023-03-01T08:05:50+00:00\",\"dateModified\":\"2023-03-10T15:51:15+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/#primaryimage\",\"url\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/wp-content\\\/uploads\\\/sites\\\/24\\\/2023\\\/02\\\/diagnostics.png\",\"contentUrl\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/wp-content\\\/uploads\\\/sites\\\/24\\\/2023\\\/02\\\/diagnostics.png\",\"width\":696,\"height\":503},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/deep-learning-applications-for-electric-machines\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Deep Learning Applications for Electric Machines\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/#website\",\"url\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/\",\"name\":\"LABME\",\"description\":\"Motrum electricum est machina electrica quae energiam electricam in energiam mechanicam commutat.\",\"publisher\":{\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/#organization\",\"name\":\"Universit\u00e0 degli studi di Padova\",\"url\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/wp-content\\\/uploads\\\/sites\\\/24\\\/2019\\\/05\\\/cropped-logo_labme2.png\",\"contentUrl\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/wp-content\\\/uploads\\\/sites\\\/24\\\/2019\\\/05\\\/cropped-logo_labme2.png\",\"width\":1267,\"height\":1120,\"caption\":\"Universit\u00e0 degli studi di Padova\"},\"image\":{\"@id\":\"https:\\\/\\\/research.dii.unipd.it\\\/labme\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/DIIUnipd\\\/\",\"https:\\\/\\\/www.instagram.com\\\/explore\\\/locations\\\/311051628\\\/dii-dipartimento-ingegneria-industriale-unipd\\\/?hl=it\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Deep Learning Applications for Electric Machines - LABME","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/","og_locale":"it_IT","og_type":"article","og_title":"Deep Learning Applications for Electric Machines - LABME","og_description":"Induction machine diagnostics by neural network-based current signature analysis Design optimization of a PM motor by neural network performance prediction","og_url":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/","og_site_name":"LABME","article_publisher":"https:\/\/www.facebook.com\/DIIUnipd\/","article_modified_time":"2023-03-10T15:51:15+00:00","og_image":[{"url":"https:\/\/research.dii.unipd.it\/labme\/wp-content\/uploads\/sites\/24\/2023\/02\/diagnostics.png","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Tempo di lettura stimato":"1 minuto"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/","url":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/","name":"Deep Learning Applications for Electric Machines - LABME","isPartOf":{"@id":"https:\/\/research.dii.unipd.it\/labme\/#website"},"primaryImageOfPage":{"@id":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/#primaryimage"},"image":{"@id":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/#primaryimage"},"thumbnailUrl":"https:\/\/research.dii.unipd.it\/labme\/wp-content\/uploads\/sites\/24\/2023\/02\/diagnostics.png","datePublished":"2023-03-01T08:05:50+00:00","dateModified":"2023-03-10T15:51:15+00:00","breadcrumb":{"@id":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/"]}]},{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/#primaryimage","url":"https:\/\/research.dii.unipd.it\/labme\/wp-content\/uploads\/sites\/24\/2023\/02\/diagnostics.png","contentUrl":"https:\/\/research.dii.unipd.it\/labme\/wp-content\/uploads\/sites\/24\/2023\/02\/diagnostics.png","width":696,"height":503},{"@type":"BreadcrumbList","@id":"https:\/\/research.dii.unipd.it\/labme\/deep-learning-applications-for-electric-machines\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/research.dii.unipd.it\/labme\/"},{"@type":"ListItem","position":2,"name":"Deep Learning Applications for Electric Machines"}]},{"@type":"WebSite","@id":"https:\/\/research.dii.unipd.it\/labme\/#website","url":"https:\/\/research.dii.unipd.it\/labme\/","name":"LABME","description":"Motrum electricum est machina electrica quae energiam electricam in energiam mechanicam commutat.","publisher":{"@id":"https:\/\/research.dii.unipd.it\/labme\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/research.dii.unipd.it\/labme\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/research.dii.unipd.it\/labme\/#organization","name":"Universit\u00e0 degli studi di Padova","url":"https:\/\/research.dii.unipd.it\/labme\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/research.dii.unipd.it\/labme\/#\/schema\/logo\/image\/","url":"https:\/\/research.dii.unipd.it\/labme\/wp-content\/uploads\/sites\/24\/2019\/05\/cropped-logo_labme2.png","contentUrl":"https:\/\/research.dii.unipd.it\/labme\/wp-content\/uploads\/sites\/24\/2019\/05\/cropped-logo_labme2.png","width":1267,"height":1120,"caption":"Universit\u00e0 degli studi di Padova"},"image":{"@id":"https:\/\/research.dii.unipd.it\/labme\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DIIUnipd\/","https:\/\/www.instagram.com\/explore\/locations\/311051628\/dii-dipartimento-ingegneria-industriale-unipd\/?hl=it"]}]}},"_links":{"self":[{"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/pages\/432","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/users\/32"}],"replies":[{"embeddable":true,"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/comments?post=432"}],"version-history":[{"count":7,"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/pages\/432\/revisions"}],"predecessor-version":[{"id":502,"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/pages\/432\/revisions\/502"}],"wp:attachment":[{"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/media?parent=432"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/research.dii.unipd.it\/labme\/wp-json\/wp\/v2\/folder?post=432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}