{"id":6204,"date":"2022-02-02T16:43:50","date_gmt":"2022-02-02T15:43:50","guid":{"rendered":"https:\/\/www.eledia.org\/eledia-unitn\/?post_type=research&#038;p=6204"},"modified":"2022-03-04T09:28:22","modified_gmt":"2022-03-04T08:28:22","slug":"next-gen-industry-4-0-methodologies-and-tools","status":"publish","type":"research","link":"https:\/\/www.eledia.org\/eledia-unitn\/research\/next-gen-industry-4-0-methodologies-and-tools\/","title":{"rendered":"Next-Gen Industry 4.0 Methodologies and Tools"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"6204\" class=\"elementor elementor-6204\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-78a55d0c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"78a55d0c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2547d8ce\" data-id=\"2547d8ce\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4ac4d482 elementor-widget elementor-widget-text-editor\" data-id=\"4ac4d482\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t<p>The availability of inexpensive miniaturized wireless sensors with minimum energy consumption and installation impact has enabled the implementation of advanced monitoring infrastructures that are now ubiquitous in modern industrial applications. This is true also for large critical infrastructures, including energy, water, and communication networks. However, several challenges still need to be addressed to fully take advantage of the opportunities made possible by distributed industrial sensing. Within this framework, the activity carried out within the ELEDIA Research Center include<\/p><ul><li>big data processing and anomaly detection in large energy, communications, and water networks, including trend analysis and performance evaluation;<\/li><li>exploitation of Artificial Intelligence (AI) for diagnostics and prognostics in industrial process analysis (including chemical processes, mechanical processes, etc.);<\/li><li>process evaluation and automated quality prediction in industrial production;<\/li><li>methodologies and algorithms for failure prediction in industrial machinery;<\/li><li>industrial digital twin development and application in Industry 4.0 scenarios.<\/li><\/ul><p>For additional information contact us at <a href=\"mailto:contact@eledia.org\" target=\"_blank\" rel=\"noopener\">contact@eledia.org<\/a><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"author":1,"featured_media":6302,"menu_order":0,"template":"","format":"standard","meta":{"footnotes":""},"research_area":[109],"methodology":[125,203,120],"class_list":["post","post-type","post-6204","research","type-research","status-publish","format-standard","has-post-thumbnail","hentry","research_area-area-advanced-manufacturing","methodology-methodology-ai","methodology-methodology-big-data-analysis","methodology-methodology-lbe",""],"acf":[],"_links":{"self":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/research\/6204","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/research"}],"about":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/types\/research"}],"author":[{"embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":11,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/research\/6204\/revisions"}],"predecessor-version":[{"id":6537,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/research\/6204\/revisions\/6537"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/media\/6302"}],"wp:attachment":[{"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/media?parent=6204"}],"wp:term":[{"taxonomy":"research_area","embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/research_area?post=6204"},{"taxonomy":"methodology","embeddable":true,"href":"https:\/\/www.eledia.org\/eledia-unitn\/wp-json\/wp\/v2\/methodology?post=6204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}