{"id":3655,"date":"2020-02-25T11:57:38","date_gmt":"2020-02-25T10:57:38","guid":{"rendered":"https:\/\/cigip.webs.upv.es\/?p=3655"},"modified":"2026-10-14T15:26:45","modified_gmt":"2026-10-14T13:26:45","slug":"talon-en","status":"publish","type":"post","link":"https:\/\/cigip.webs.upv.es\/en\/talon-en\/","title":{"rendered":"Autonomous and self-organized artificial intelligent orchestrator for a greener Industry 4.0 (TALON)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3655\" class=\"elementor elementor-3655 elementor-1231\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e0ff22 e-con-full cf-hero e-flex e-con e-parent\" data-id=\"6e0ff22\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-de94e7b e-con-full cf-hero-text e-flex e-con e-child\" data-id=\"de94e7b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-304a4f3 cf-eyebrow elementor-widget elementor-widget-heading\" data-id=\"304a4f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">European R&amp;D project \u2013 2022<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b36b1f7 cf-title elementor-widget elementor-widget-heading\" data-id=\"b36b1f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Autonomous and self-organized artificial intelligent orchestrator for a greener industry 4.0 (TALON)<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-83ed8f7 e-con-full cf-section e-flex e-con e-parent\" data-id=\"83ed8f7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d171b51 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"d171b51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Project details<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2a31ed8 e-con-full e-grid cf-grid e-con e-child\" data-id=\"2a31ed8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-7ca3997 e-con-full cf-card e-flex e-con e-child\" data-id=\"7ca3997\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7146584 cf-label elementor-widget elementor-widget-heading\" data-id=\"7146584\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Reference<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-05e3d6b cf-value cf-link elementor-widget elementor-widget-heading\" data-id=\"05e3d6b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/cordis.europa.eu\/project\/id\/101070181\" target=\"_blank\">101070181 \u2197<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-df40511 e-con-full cf-card e-flex e-con e-child\" data-id=\"df40511\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1bc6fc4 cf-label elementor-widget elementor-widget-heading\" data-id=\"1bc6fc4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Execution period<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5861de0 cf-value elementor-widget elementor-widget-heading\" data-id=\"5861de0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">01\/10\/2022 - 30\/09\/2025<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-288892d e-con-full cf-card e-flex e-con e-child\" data-id=\"288892d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8012372 cf-label elementor-widget elementor-widget-heading\" data-id=\"8012372\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Type<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-126bf85 cf-value elementor-widget elementor-widget-heading\" data-id=\"126bf85\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Competitive collaborative R&amp;D<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-609f9c3 e-con-full cf-card e-flex e-con e-child\" data-id=\"609f9c3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37dd87d cf-label elementor-widget elementor-widget-heading\" data-id=\"37dd87d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Amount<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-807ce87 cf-value elementor-widget elementor-widget-heading\" data-id=\"807ce87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">235.575,00\u20ac<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5af601d e-con-full cf-card e-flex e-con e-child\" data-id=\"5af601d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1205e4 cf-label elementor-widget elementor-widget-heading\" data-id=\"a1205e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Funding body<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b4b0bb cf-value elementor-widget elementor-widget-heading\" data-id=\"5b4b0bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">EUROPEAn COMMISSION<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9d020fb e-con-full cf-card e-flex e-con e-child\" data-id=\"9d020fb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dead99e cf-label elementor-widget elementor-widget-heading\" data-id=\"dead99e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Coordinator<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9367f0b cf-value elementor-widget elementor-widget-heading\" data-id=\"9367f0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Engineering Ingegneria Informatica (Italy)<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a757dcf e-con-full cf-card e-flex e-con e-child\" data-id=\"a757dcf\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68bc81b cf-label elementor-widget elementor-widget-heading\" data-id=\"68bc81b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Consortium partners<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8492f8 cf-value elementor-widget elementor-widget-heading\" data-id=\"f8492f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">18<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8adeae3 e-con-full cf-card e-flex e-con e-child\" data-id=\"8adeae3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e504b69 cf-label elementor-widget elementor-widget-heading\" data-id=\"e504b69\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Total budget<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6a7a3f cf-value elementor-widget elementor-widget-heading\" data-id=\"c6a7a3f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u20ac3.77M<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd9dc98 cf-source elementor-widget elementor-widget-text-editor\" data-id=\"fd9dc98\" data-element_type=\"widget\" data-e-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\t<p>Consortium and total budget data: CORDIS, European Commission.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ce4e48 cf-h3 elementor-widget elementor-widget-heading\" data-id=\"0ce4e48\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">CIGIP team<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27e6fae cf-chips elementor-widget elementor-widget-text-editor\" data-id=\"27e6fae\" data-element_type=\"widget\" data-e-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\t<ul><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/aneslva\" target=\"_blank\" rel=\"noopener\">Esteso, Ana<\/a><\/li><li>D\u00edaz-Madro\u00f1ero Boluda, Francisco Manuel<\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/mimaca1\" target=\"_blank\" rel=\"noopener\">Mateo-Casal\u00ed, Miguel \u00c1ngel<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/ffraile\" target=\"_blank\" rel=\"noopener\">Fraile Gil, Francisco<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/beaanna\" target=\"_blank\" rel=\"noopener\">Andres, B<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/aortiz\" target=\"_blank\" rel=\"noopener\">Ortiz Bas, \u00c1ngel<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/mareva\" target=\"_blank\" rel=\"noopener\">Alemany D\u00edaz, Mar\u00eda Del Mar<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/dapepe\" target=\"_blank\" rel=\"noopener\">P\u00e9rez Perales, David<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/rpoler\" target=\"_blank\" rel=\"noopener\">Poler, R<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/fmula\" target=\"_blank\" rel=\"noopener\">Mula, Josefa<\/a><\/li><li><a href=\"https:\/\/www.upv.es\/ficha-personal\/faualva\" target=\"_blank\" rel=\"noopener\">Alarc\u00f3n Valero, Faustino<\/a><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7da885d e-con-full cf-section cf-desc e-flex e-con e-parent\" data-id=\"7da885d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec1f377 cf-h2 elementor-widget elementor-widget-heading\" data-id=\"ec1f377\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Description<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-299deae cf-text elementor-widget elementor-widget-text-editor\" data-id=\"299deae\" data-element_type=\"widget\" data-e-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\t<p>Next-generation industrial systems promise to deliver unprecedented excellence not only in terms of performance, but also explainability, trustworthiness and transparency. To achieve this new objectives, state-of-the-art concepts of artificial intelligence (AI), edge-to-cloud (E2C) computing, blockchain, and visualisation need to be de-risked and applied. Motivated by this, TALON aims at sculpturing the road towards the next Industrial revolution by developing a fully-automated AI architecture capable of bringing intelligence near the edge in a flexible, adaptable, explainable, energy and data efficient manner. TALON architecture consists of three fundamental pillars: a) an AI orchestrator that coordinates the network and service orchestrators in order to optimise the edge vs cloud relationship, while boosting reusability of datasets, algorithms and models by deciding where each one should be placed; b) a lightweight hierarchical blockchain schemes that introduce new service models and applications under a privacy and security umbrella; and c) new digital-twin empowered transfer learning and visualization approaches that enhance AI trustworthiness and transparency. It combines the benefits of AI, edge and cloud networking, as well as blockchain and DTs, optimized by means of a) new key performance indicators that translate the AI benefits into insightful metrics; b) novel theoretical framework for the characterisation of the AI; c) blockchain used to deliver personalised &amp; perpetual protection based on security, privacy and trust mechanisms; d) AI approaches for automatically and co-optimising edge and cloud resources as well as the AI execution nodes; e) semantic AI to reduce the learning latency and enhance reusability; and f) digital twins that visualize the AI outputs and together with human-in-the-loop approaches. All the technological breakthroughs are demonstrated, validated and evaluated by means of proof-of-concept simulation and four real-world pilots.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eca93b7 e-con-full cf-foot e-flex e-con e-parent\" data-id=\"eca93b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e90c3ac cf-funding elementor-widget elementor-widget-image\" data-id=\"e90c3ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1100\" height=\"231\" src=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/eu_funded_en.jpg\" class=\"attachment-full size-full wp-image-7606\" alt=\"Funded by the European Union\" srcset=\"https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/eu_funded_en.jpg 1100w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/eu_funded_en-300x63.jpg 300w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/eu_funded_en-1024x215.jpg 1024w, https:\/\/cigip.webs.upv.es\/wp-content\/uploads\/2024\/02\/eu_funded_en-768x161.jpg 768w\" sizes=\"(max-width: 1100px) 100vw, 1100px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7531464 cf-back elementor-widget elementor-widget-text-editor\" data-id=\"7531464\" data-element_type=\"widget\" data-e-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\t<p><a href=\"\/en\/research\/european-rd-projects-check\/\">\u2190 Back to European R&#038;D projects<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>European R&amp;D project \u2013 2022 Autonomous and self-organized artificial intelligent orchestrator for a greener industry 4.0 (TALON) Project details Reference 101070181 &#x2197; Execution period 01\/10\/2022 &#8211; 30\/09\/2025 Type Competitive collaborative R&amp;D Amount 235.575,00\u20ac Funding body EUROPEAn COMMISSION Coordinator Engineering Ingegneria Informatica (Italy) Consortium partners 18 Total budget \u20ac3.77M Consortium and total budget data: CORDIS, European [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[501],"tags":[],"class_list":["post-3655","post","type-post","status-publish","format-standard","hentry","category-proyectos-europeos-2022"],"_links":{"self":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3655","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/comments?post=3655"}],"version-history":[{"count":13,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3655\/revisions"}],"predecessor-version":[{"id":14163,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/posts\/3655\/revisions\/14163"}],"wp:attachment":[{"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/media?parent=3655"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/categories?post=3655"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cigip.webs.upv.es\/en\/wp-json\/wp\/v2\/tags?post=3655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}