{"id":819797,"date":"2026-05-26T19:03:16","date_gmt":"2026-05-26T17:03:16","guid":{"rendered":"https:\/\/www.crs4.it\/senza-categoria\/mice\/"},"modified":"2026-06-18T11:56:04","modified_gmt":"2026-06-18T09:56:04","slug":"mice","status":"publish","type":"post","link":"https:\/\/www.crs4.it\/en\/ct\/mice\/","title":{"rendered":"MICE &#8211; Monitoraggio intelligente dei consumi energetici"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"819797\" class=\"elementor elementor-819797 elementor-756623\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c81bae5 e-flex e-con-boxed e-con e-parent\" data-id=\"c81bae5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-349dd5a e-con-full e-flex e-con e-child\" data-id=\"349dd5a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a59ce6f elementor-widget elementor-widget-heading\" data-id=\"a59ce6f\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.crs4.it\/tecnologie\/\">CATALOGO TECNOLOGIE CRS4<\/a><\/h5>\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-e08adce elementor-widget elementor-widget-spacer\" data-id=\"e08adce\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-13b3d01 e-con-full e-flex e-con e-child\" data-id=\"13b3d01\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b501df6 elementor-widget elementor-widget-heading\" data-id=\"b501df6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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\">MICE<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5e1560 elementor-widget elementor-widget-heading\" data-id=\"d5e1560\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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\">Monitoraggio Intelligente dei Consumi Energetici<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6dc6090 e-flex e-con-boxed e-con e-parent\" data-id=\"6dc6090\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5617d5a elementor-widget elementor-widget-heading\" data-id=\"5617d5a\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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\">Soluzione scalabile per l\u2019analisi dei consumi energetici residenziali<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-117a7df e-flex e-con-boxed e-con e-parent\" data-id=\"117a7df\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-57ec888 e-con-full e-flex e-con e-child\" data-id=\"57ec888\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d03957e elementor-widget elementor-widget-heading\" data-id=\"d03957e\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Contesto<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90a203e elementor-widget elementor-widget-text-editor\" data-id=\"90a203e\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>La crescente penetrazione delle fonti rinnovabili intermittenti rende essenziale la <strong>gestione attiva della domanda elettrica residenziale<\/strong>.<\/p><p>Carichi flessibili come elettrodomestici programmabili e impianti di riscaldamento e raffrescamento rappresentano una risorsa strategica per l&#8217;equilibrio della rete, ma identificarli e quantificarne la flessibilit\u00e0 richiede tipicamente sensori dedicati o sub-metering costosi.<\/p><p>I contatori intelligenti di seconda generazione, oggi largamente diffusi, offrono un&#8217;alternativa: i dati di consumo aggregato che misurano contengono informazioni sufficienti per stimare il contributo dei singoli carichi flessibili, senza infrastrutture aggiuntive.<\/p><p>Manca tuttavia una soluzione scalabile che sfrutti questi dati in modo non intrusivo, adattabile a utenze eterogenee e operativa con minima interazione dell&#8217;utente.<\/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-a1a1d8b elementor-widget elementor-widget-heading\" data-id=\"a1a1d8b\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Cosa propone MICE<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-528c924 elementor-widget elementor-widget-text-editor\" data-id=\"528c924\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>L\u2019applicazione \u00e8 una <strong>s<\/strong>oluzione facilmente scalabile per l\u2019<strong>analisi dei consumi energetici residenziali<\/strong>, che trasforma i dati gi\u00e0 disponibili dei <strong>contatori intelligenti<\/strong> in informazioni ad alto valore per la <strong>gestione pi\u00f9 efficiente e sostenibile della domanda di energia<\/strong>.<\/p><p>Grazie a un approccio non invasivo basato sull\u2019intelligenza artificiale, \u00e8 in grado di identificare e quantificare i carichi flessibili senza necessit\u00e0 di nuove infrastrutture e con un\u2019interazione minima con l\u2019utente.<\/p><p>In particolare, il sistema analizza i dati di consumo aggregato dei contatori intelligenti per identificare e quantificare i carichi flessibili residenziali, seguendo due direttive complementari:<\/p><ul><li>per gli elettrodomestici programmabili (lavatrici, lavastoviglie), utilizza reti neurali convoluzionali pre-addestrate e affinate tramite interazione minima con l&#8217;utente: bastano poche etichettature di attivazioni \u2014 ottenibili tramite una semplice app \u2014 per adattare il modello alla specifica utenza. I dati richiesti hanno risoluzione al minuto, compatibile con i contatori di seconda generazione.<\/li><li>per i carichi termici (pompe di calore), adotta un approccio completamente non supervisionato: una rete neurale a doppia testa con separazione causale delle feature produce distribuzioni di probabilit\u00e0 sul consumo termico, affinate tramite dati aggregati dell&#8217;utenza target senza alcuna etichetta. Gli output probabilistici calibrati supportano sistemi automatici di regolazione del carico con gestione esplicita del livello di comfort.<\/li><\/ul>\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-2deed93 elementor-widget elementor-widget-heading\" data-id=\"2deed93\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Tratti innovativi<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-966c08d premium-type-column elementor-widget elementor-widget-premium-icon-list\" data-id=\"966c08d\" data-element_type=\"widget\" data-settings=\"{&quot;rbadges_repeater&quot;:[],&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"premium-icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<ul class=\"premium-bullet-list-box\">\n\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-9efb7bb\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Stima della flessibilit\u00e0 della domanda residenziale utilizzando esclusivamente dati da contatori intelligenti, senza sensori aggiuntivi o sub-metering\"> Stima della flessibilit\u00e0 della domanda residenziale utilizzando esclusivamente dati da contatori intelligenti, senza sensori aggiuntivi o sub-metering <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-cd483ff\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Per i carichi termici: approccio completamente non supervisionato, senza etichette a nessun livello \u2014 n\u00e9 in training n\u00e9 in adattamento alla specifica utenza \u2014 con output probabilistici calibrati per la gestione del rischio di comfort\"> Per i carichi termici: approccio completamente non supervisionato, senza etichette a nessun livello \u2014 n\u00e9 in training n\u00e9 in adattamento alla specifica utenza \u2014 con output probabilistici calibrati per la gestione del rischio di comfort <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-57a8694\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Separazione causale delle feature (temporali \u2192 carico base; meteorologiche \u2192 carico termico) che migliora l&#039;identificabilit\u00e0 del segnale in assenza di supervisione\"> Separazione causale delle feature (temporali \u2192 carico base; meteorologiche \u2192 carico termico) che migliora l'identificabilit\u00e0 del segnale in assenza di supervisione <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-7eb9846\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Per gli elettrodomestici programmabili: adattamento a nuove utenze con interazione utente minima (3\u20137 attivazioni etichettate), senza sub-metering e con dati a risoluzione al minuto\"> Per gli elettrodomestici programmabili: adattamento a nuove utenze con interazione utente minima (3\u20137 attivazioni etichettate), senza sub-metering e con dati a risoluzione al minuto <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<li class=\"premium-bullet-list-content elementor-repeater-item-f8bfee7\">\n\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-drawable-icon\"><i class=\"premium-svg-nodraw icon icon-checkmark\" aria-hidden=\"true\"><\/i><\/div>\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"premium-bullet-list-text-wrapper\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"premium-bullet-text\" data-text=\"Performance competitive rispetto ai modelli supervisionati dello stato dell&#039;arte in scenari di trasferimento cross-dominio\"> Performance competitive rispetto ai modelli supervisionati dello stato dell'arte in scenari di trasferimento cross-dominio <\/span>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<\/li>\n\n\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d25c5b e-con-full e-flex e-con e-child\" data-id=\"5d25c5b\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8de1a96 e-con-full e-flex e-con e-child\" data-id=\"8de1a96\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3306adf elementor-position-left elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"3306adf\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-user-friends\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M192 256c61.9 0 112-50.1 112-112S253.9 32 192 32 80 82.1 80 144s50.1 112 112 112zm76.8 32h-8.3c-20.8 10-43.9 16-68.5 16s-47.6-6-68.5-16h-8.3C51.6 288 0 339.6 0 403.2V432c0 26.5 21.5 48 48 48h288c26.5 0 48-21.5 48-48v-28.8c0-63.6-51.6-115.2-115.2-115.2zM480 256c53 0 96-43 96-96s-43-96-96-96-96 43-96 96 43 96 96 96zm48 32h-3.8c-13.9 4.8-28.6 8-44.2 8s-30.3-3.2-44.2-8H432c-20.4 0-39.2 5.9-55.7 15.4 24.4 26.3 39.7 61.2 39.7 99.8v38.4c0 2.2-.5 4.3-.6 6.4H592c26.5 0 48-21.5 48-48 0-61.9-50.1-112-112-112z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPotenziali utenti \t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee47476 elementor-widget elementor-widget-text-editor\" data-id=\"ee47476\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Aziende energetiche e distributori (programmi di demand response, tariffazione dinamica, profilazione della clientela<\/li><li>Aggregatori di flessibilit\u00e0 e operatori del mercato dei servizi di dispacciamento<\/li><li>Fornitori di piattaforme per la casa intelligente e sistemi di building management<\/li><li>Societ\u00e0 di servizi energetici \u2014 ESCO (ottimizzazione energetica basata sui dati)<\/li><li>Consumatori residenziali e prosumer (visibilit\u00e0 e controllo sui propri consumi flessibili).<\/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-a39d40c e-con-full e-flex e-con e-child\" data-id=\"a39d40c\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec50663 elementor-position-left elementor-vertical-align-middle elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"ec50663\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-industry\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M475.115 163.781L336 252.309v-68.28c0-18.916-20.931-30.399-36.885-20.248L160 252.309V56c0-13.255-10.745-24-24-24H24C10.745 32 0 42.745 0 56v400c0 13.255 10.745 24 24 24h464c13.255 0 24-10.745 24-24V184.029c0-18.917-20.931-30.399-36.885-20.248z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSettori d\u2019impatto\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b621f1b elementor-widget elementor-widget-text-editor\" data-id=\"b621f1b\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Mercati dell&#8217;energia e servizi di dispacciamento (stima e aggregazione della flessibilit\u00e0 residenziale)<\/li><li>Gestione energetica residenziale (monitoraggio granulare e ottimizzazione dei carichi flessibili)<\/li><li>Reti intelligenti e demand response (identificazione e attivazione di risorse di flessibilit\u00e0 distribuita)<\/li><li>Sostenibilit\u00e0 e decarbonizzazione (supporto all&#8217;integrazione delle rinnovabili tramite gestione attiva della domanda)<\/li><li>IoT e domotica (livello analitico per sistemi di automazione attenti al consumo)<\/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-58cad77 e-con-full e-flex e-con e-child\" data-id=\"58cad77\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-34bbee6 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-vertical-align-top elementor-widget elementor-widget-icon-box\" data-id=\"34bbee6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-flag\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M349.565 98.783C295.978 98.783 251.721 64 184.348 64c-24.955 0-47.309 4.384-68.045 12.013a55.947 55.947 0 0 0 3.586-23.562C118.117 24.015 94.806 1.206 66.338.048 34.345-1.254 8 24.296 8 56c0 19.026 9.497 35.825 24 45.945V488c0 13.255 10.745 24 24 24h16c13.255 0 24-10.745 24-24v-94.4c28.311-12.064 63.582-22.122 114.435-22.122 53.588 0 97.844 34.783 165.217 34.783 48.169 0 86.667-16.294 122.505-40.858C506.84 359.452 512 349.571 512 339.045v-243.1c0-23.393-24.269-38.87-45.485-29.016-34.338 15.948-76.454 31.854-116.95 31.854z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tValore economico e sociale\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44f3067 elementor-widget elementor-widget-text-editor\" data-id=\"44f3067\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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 style=\"font-weight: 400;\" aria-level=\"1\">Implementazione del sistema demand-response \u2192 monetizzazione della flessibilit\u00e0<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Zero-label \/ zero-hardware \u2192 scalabilit\u00e0 su larga scala<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Utilizzo delle infrastrutture esistenti \u2192 elevato ritorno sull&#8217;investimento<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Riduzione dei costi di rete \u2192 valore aggiunto per le utility<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Sostenibilit\u00e0 ambientale.<\/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\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a623bf5 elementor-widget elementor-widget-heading\" data-id=\"a623bf5\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Ulteriori risorse e informazioni<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b9c0fe elementor-widget elementor-widget-text-editor\" data-id=\"5b9c0fe\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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<ol><li>Luca Massidda, Marino Marrocu, Simone Manca. <strong>Non-Intrusive Load Disaggregation by Convolutional Neural Network and Multilabel Classification.<\/strong> Applied Sciences, 10(4), 1454, 2020. <a href=\"https:\/\/doi.org\/10.3390\/app10041454\">https:\/\/doi.org\/10.3390\/app10041454<\/a><\/li><li>Marco Manolo Manca, Luca Massidda. <strong>Deep Learning Based Non-Intrusive Load Monitoring with Low Resolution Data from Smart Meters. Communications<\/strong> in Applied and Industrial Mathematics, 13(1), 39\u201356, 2022. <a href=\"https:\/\/doi.org\/10.2478\/caim-2022-0004\">https:\/\/doi.org\/10.2478\/caim-2022-0004<\/a><\/li><li>Luca Massidda, Marino Marrocu. <strong>A Bayesian Approach to Unsupervised, Non-Intrusive Load Disaggregation. Sensors<\/strong>, 22(12), 4481, 2022. <a href=\"https:\/\/doi.org\/10.3390\/s22124481\">https:\/\/doi.org\/10.3390\/s22124481<\/a><\/li><li>Luca Massidda, Marino Marrocu. <strong>Total and Thermal Load Forecasting in Residential Communities through Probabilistic Methods and Causal Machine Learning<\/strong>. Applied Energy, 351, 121783, 2023. <a href=\"https:\/\/doi.org\/10.1016\/j.apenergy.2023.121783\">https:\/\/doi.org\/10.1016\/j.apenergy.2023.121783<\/a><\/li><li>Gabriella Pusceddu, Simone Manca, Luca Massidda. <strong>Fine-Tuning Non-Intrusive Load Monitoring Model Through User Interaction: A Practical Approach to Appliance Recognition with Limited Labeled Data<\/strong>. Applied Energy, 391, 125943, 2025. <a href=\"https:\/\/doi.org\/10.1016\/j.apenergy.2025.125943\">https:\/\/doi.org\/10.1016\/j.apenergy.2025.125943<\/a><\/li><li>Luca Massidda, Marino Marrocu. <strong>Beyond Labels: Bayesian and Causal Heat Pump Disaggregation from Unlabeled Smart Meter Data<\/strong>. Applied Energy, 412, 127684, 2026. <a href=\"https:\/\/doi.org\/10.1016\/j.apenergy.2026.127684\">https:\/\/doi.org\/10.1016\/j.apenergy.2026.127684<\/a><\/li><\/ol>\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-ff92325 elementor-widget elementor-widget-button\" data-id=\"ff92325\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.crs4.it\/tecnologie\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-left\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M257.5 445.1l-22.2 22.2c-9.4 9.4-24.6 9.4-33.9 0L7 273c-9.4-9.4-9.4-24.6 0-33.9L201.4 44.7c9.4-9.4 24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Torna al Catalogo delle Tecnologie<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-b2c940a e-con-full e-flex e-con e-child\" data-id=\"b2c940a\" data-element_type=\"container\" data-settings=\"{&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-01142f7 e-con-full e-flex e-con e-child\" data-id=\"01142f7\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7778df6 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"7778df6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-layer-group\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12.41 148.02l232.94 105.67c6.8 3.09 14.49 3.09 21.29 0l232.94-105.67c16.55-7.51 16.55-32.52 0-40.03L266.65 2.31a25.607 25.607 0 0 0-21.29 0L12.41 107.98c-16.55 7.51-16.55 32.53 0 40.04zm487.18 88.28l-58.09-26.33-161.64 73.27c-7.56 3.43-15.59 5.17-23.86 5.17s-16.29-1.74-23.86-5.17L70.51 209.97l-58.1 26.33c-16.55 7.5-16.55 32.5 0 40l232.94 105.59c6.8 3.08 14.49 3.08 21.29 0L499.59 276.3c16.55-7.5 16.55-32.5 0-40zm0 127.8l-57.87-26.23-161.86 73.37c-7.56 3.43-15.59 5.17-23.86 5.17s-16.29-1.74-23.86-5.17L70.29 337.87 12.41 364.1c-16.55 7.5-16.55 32.5 0 40l232.94 105.59c6.8 3.08 14.49 3.08 21.29 0L499.59 404.1c16.55-7.5 16.55-32.5 0-40z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCategoria\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-227af0c elementor-widget elementor-widget-text-editor\" data-id=\"227af0c\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Tematica: <br \/><strong>ICT<\/strong><\/p><p>Dominio:<br \/><strong>Efficienza energetica<\/strong><\/p><p>Area specializzazione:<br \/><strong>Sistemi energetici intelligenti<\/strong><\/p><p>Area specializzazione:<br \/><strong>Domotica<\/strong><br \/><strong><br \/><\/strong><\/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-c87915f e-con-full e-flex e-con e-child\" data-id=\"c87915f\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74ad999 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"74ad999\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256c0 136.967-111.033 248-248 248S8 392.967 8 256 119.033 8 256 8s248 111.033 248 248zM227.314 387.314l184-184c6.248-6.248 6.248-16.379 0-22.627l-22.627-22.627c-6.248-6.249-16.379-6.249-22.628 0L216 308.118l-70.059-70.059c-6.248-6.248-16.379-6.248-22.628 0l-22.627 22.627c-6.248 6.248-6.248 16.379 0 22.627l104 104c6.249 6.249 16.379 6.249 22.628.001z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tStatus\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4484cd1 elementor-widget elementor-widget-text-editor\" data-id=\"4484cd1\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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><strong>Tipologia di innovazione<\/strong>:<br \/>incrementale<\/p><p><strong>Tipologia di prodotto<\/strong>:<br \/>demo, software<\/p><p><strong>Tecnologie emergenti adottate<\/strong>: Artificial Intelligence (AI) \/ Machine Learning; Transfer Learning; Smart meter analytics; Bayesian inference; High Performance Computing.<\/p><p><strong>Stadio di sviluppo tecnologico<\/strong>:<br \/>TRL 4-5<br \/><br \/><strong>Limitazioni:<\/strong><\/p><ol style=\"font-size: 0.85em; line-height: 1.2em;\"><li>Elettrodomestici: richiede dati a risoluzione del minuto, ottenibili con un analizzatore della powerline communication dei contatori intelligenti, o con un semplice pulse counter per tutti i moderni contatori;<\/li><li>Carichi termici: validato su clima a dominanza di riscaldamento; trasferibilit\u00e0 a climi a dominanza di raffrescamento non ancora verificata; la performance degrada con bassa quota termica sul carico aggregato.<\/li><\/ol><p>\u00a0<\/p><p><strong>Caratteristiche di Propriet\u00e0 intellettuale<\/strong>:<br \/>Codice proprietario<\/p><p><strong>Eventuali partner di sviluppo<\/strong>:<br \/>No<\/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-e81cdcd e-con-full e-flex e-con e-child\" data-id=\"e81cdcd\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5178f20 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"5178f20\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-tag\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0 252.118V48C0 21.49 21.49 0 48 0h204.118a48 48 0 0 1 33.941 14.059l211.882 211.882c18.745 18.745 18.745 49.137 0 67.882L293.823 497.941c-18.745 18.745-49.137 18.745-67.882 0L14.059 286.059A48 48 0 0 1 0 252.118zM112 64c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tKeywords\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04697bd elementor-widget elementor-widget-text-editor\" data-id=\"04697bd\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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<ol><li><strong>NILM<\/strong><\/li><li><strong>Energy disaggregation<\/strong><\/li><li><strong>Deep learnin<\/strong><\/li><li><strong>Smart meters<\/strong><\/li><li><strong>Transfer learning<\/strong><\/li><li><strong>Energy analytics platforms<\/strong><\/li><li><strong>Predictive maintenance systems<\/strong><\/li><\/ol>\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-cf457b4 e-con-full e-flex e-con e-child\" data-id=\"cf457b4\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9bb45b6 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"9bb45b6\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-paper-plane\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tContatti\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab69c9c elementor-widget elementor-widget-text-editor\" data-id=\"ab69c9c\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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>Responsabile\u00a0<b>Luca Massidda<\/b><br \/>&#8211; collaborazioni industriali<br \/>&#8211; progetti pilota e dimostratori<br \/>&#8211; trasferimento tecnologico (licensing)<\/p><p><strong>Per informazioni:<\/strong> <a href=\"mailto:valorisation@crs4.it\">valorisation@crs4.it<\/a><\/p><p><strong>\u00a0<\/strong><\/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-38fa130 e-con-full e-flex e-con e-child\" data-id=\"38fa130\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ekit_has_onepagescroll_dot&quot;:&quot;yes&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c645a2 elementor-view-stacked elementor-position-left elementor-vertical-align-bottom elementor-shape-circle elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"6c645a2\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar-alt\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M0 464c0 26.5 21.5 48 48 48h352c26.5 0 48-21.5 48-48V192H0v272zm320-196c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM192 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12h-40c-6.6 0-12-5.4-12-12v-40zM64 268c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zm0 128c0-6.6 5.4-12 12-12h40c6.6 0 12 5.4 12 12v40c0 6.6-5.4 12-12 12H76c-6.6 0-12-5.4-12-12v-40zM400 64h-48V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H160V16c0-8.8-7.2-16-16-16h-32c-8.8 0-16 7.2-16 16v48H48C21.5 64 0 85.5 0 112v48h448v-48c0-26.5-21.5-48-48-48z\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDate\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bc3fbb elementor-widget elementor-widget-text-editor\" data-id=\"1bc3fbb\" data-element_type=\"widget\" data-settings=\"{&quot;ekit_we_effect_on&quot;:&quot;none&quot;}\" 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><strong>Ultimo aggiornamento<\/strong>: 25\/03\/2026<\/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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>CATALOGO TECNOLOGIE CRS4 MICE Monitoraggio Intelligente dei Consumi Energetici Soluzione scalabile per l\u2019analisi dei consumi energetici residenziali Contesto La crescente penetrazione delle fonti rinnovabili intermittenti rende essenziale la gestione attiva della domanda elettrica residenziale. Carichi flessibili come elettrodomestici programmabili e impianti di riscaldamento e raffrescamento rappresentano una risorsa strategica per l&#8217;equilibrio della rete, ma identificarli [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":756625,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[149],"tags":[],"class_list":["post-819797","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ct"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MICE - Monitoraggio intelligente dei consumi energetici - CRS4<\/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:\/\/www.crs4.it\/en\/ct\/mice\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MICE - Monitoraggio intelligente dei consumi energetici - CRS4\" \/>\n<meta property=\"og:description\" content=\"CATALOGO TECNOLOGIE CRS4 MICE Monitoraggio Intelligente dei Consumi Energetici Soluzione scalabile per l\u2019analisi dei consumi energetici residenziali Contesto La crescente penetrazione delle fonti rinnovabili intermittenti rende essenziale la gestione attiva della domanda elettrica residenziale. Carichi flessibili come elettrodomestici programmabili e impianti di riscaldamento e raffrescamento rappresentano una risorsa strategica per l&#8217;equilibrio della rete, ma identificarli [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.crs4.it\/en\/ct\/mice\/\" \/>\n<meta property=\"og:site_name\" content=\"CRS4\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/CRS4\/153623948010688\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-26T17:03:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-18T09:56:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.crs4.it\/wp-content\/uploads\/mice.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1410\" \/>\n\t<meta property=\"og:image:height\" content=\"871\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Ivan Marcialis\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/\"},\"author\":{\"name\":\"Ivan Marcialis\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/person\\\/1f2ca59b2e8b677cf9494a56a233b5c0\"},\"headline\":\"MICE &#8211; Monitoraggio intelligente dei consumi energetici\",\"datePublished\":\"2026-05-26T17:03:16+00:00\",\"dateModified\":\"2026-06-18T09:56:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/\"},\"wordCount\":932,\"publisher\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/mice.jpg\",\"articleSection\":[\"Tecnologie\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/\",\"name\":\"MICE - Monitoraggio intelligente dei consumi energetici - CRS4\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/mice.jpg\",\"datePublished\":\"2026-05-26T17:03:16+00:00\",\"dateModified\":\"2026-06-18T09:56:04+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/mice.jpg\",\"contentUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/mice.jpg\",\"width\":1410,\"height\":871},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/ct\\\/mice\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"MICE &#8211; Monitoraggio intelligente dei consumi energetici\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/\",\"name\":\"CRS4\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#organization\",\"name\":\"CRS4\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/CRS4.trentennale_3.png\",\"contentUrl\":\"https:\\\/\\\/www.crs4.it\\\/wp-content\\\/uploads\\\/CRS4.trentennale_3.png\",\"width\":1518,\"height\":577,\"caption\":\"CRS4\"},\"image\":{\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/pages\\\/CRS4\\\/153623948010688\",\"https:\\\/\\\/www.instagram.com\\\/crs4.it\\\/\",\"https:\\\/\\\/www.youtube.com\\\/CRS4video\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/crs4\",\"https:\\\/\\\/www.slideshare.net\\\/CRS4\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.crs4.it\\\/en\\\/#\\\/schema\\\/person\\\/1f2ca59b2e8b677cf9494a56a233b5c0\",\"name\":\"Ivan Marcialis\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g\",\"caption\":\"Ivan Marcialis\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"MICE - Monitoraggio intelligente dei consumi energetici - CRS4","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:\/\/www.crs4.it\/en\/ct\/mice\/","og_locale":"en_US","og_type":"article","og_title":"MICE - Monitoraggio intelligente dei consumi energetici - CRS4","og_description":"CATALOGO TECNOLOGIE CRS4 MICE Monitoraggio Intelligente dei Consumi Energetici Soluzione scalabile per l\u2019analisi dei consumi energetici residenziali Contesto La crescente penetrazione delle fonti rinnovabili intermittenti rende essenziale la gestione attiva della domanda elettrica residenziale. Carichi flessibili come elettrodomestici programmabili e impianti di riscaldamento e raffrescamento rappresentano una risorsa strategica per l&#8217;equilibrio della rete, ma identificarli [&hellip;]","og_url":"https:\/\/www.crs4.it\/en\/ct\/mice\/","og_site_name":"CRS4","article_publisher":"https:\/\/www.facebook.com\/pages\/CRS4\/153623948010688","article_published_time":"2026-05-26T17:03:16+00:00","article_modified_time":"2026-06-18T09:56:04+00:00","og_image":[{"width":1410,"height":871,"url":"https:\/\/www.crs4.it\/wp-content\/uploads\/mice.jpg","type":"image\/jpeg"}],"author":"Ivan Marcialis","twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/#article","isPartOf":{"@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/"},"author":{"name":"Ivan Marcialis","@id":"https:\/\/www.crs4.it\/en\/#\/schema\/person\/1f2ca59b2e8b677cf9494a56a233b5c0"},"headline":"MICE &#8211; Monitoraggio intelligente dei consumi energetici","datePublished":"2026-05-26T17:03:16+00:00","dateModified":"2026-06-18T09:56:04+00:00","mainEntityOfPage":{"@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/"},"wordCount":932,"publisher":{"@id":"https:\/\/www.crs4.it\/en\/#organization"},"image":{"@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/#primaryimage"},"thumbnailUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/mice.jpg","articleSection":["Tecnologie"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/","url":"https:\/\/www.crs4.it\/en\/ct\/mice\/","name":"MICE - Monitoraggio intelligente dei consumi energetici - CRS4","isPartOf":{"@id":"https:\/\/www.crs4.it\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/#primaryimage"},"image":{"@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/#primaryimage"},"thumbnailUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/mice.jpg","datePublished":"2026-05-26T17:03:16+00:00","dateModified":"2026-06-18T09:56:04+00:00","breadcrumb":{"@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.crs4.it\/en\/ct\/mice\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/#primaryimage","url":"https:\/\/www.crs4.it\/wp-content\/uploads\/mice.jpg","contentUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/mice.jpg","width":1410,"height":871},{"@type":"BreadcrumbList","@id":"https:\/\/www.crs4.it\/en\/ct\/mice\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.crs4.it\/en\/"},{"@type":"ListItem","position":2,"name":"MICE &#8211; Monitoraggio intelligente dei consumi energetici"}]},{"@type":"WebSite","@id":"https:\/\/www.crs4.it\/en\/#website","url":"https:\/\/www.crs4.it\/en\/","name":"CRS4","description":"","publisher":{"@id":"https:\/\/www.crs4.it\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.crs4.it\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.crs4.it\/en\/#organization","name":"CRS4","url":"https:\/\/www.crs4.it\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.crs4.it\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.crs4.it\/wp-content\/uploads\/CRS4.trentennale_3.png","contentUrl":"https:\/\/www.crs4.it\/wp-content\/uploads\/CRS4.trentennale_3.png","width":1518,"height":577,"caption":"CRS4"},"image":{"@id":"https:\/\/www.crs4.it\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pages\/CRS4\/153623948010688","https:\/\/www.instagram.com\/crs4.it\/","https:\/\/www.youtube.com\/CRS4video","https:\/\/www.linkedin.com\/company\/crs4","https:\/\/www.slideshare.net\/CRS4"]},{"@type":"Person","@id":"https:\/\/www.crs4.it\/en\/#\/schema\/person\/1f2ca59b2e8b677cf9494a56a233b5c0","name":"Ivan Marcialis","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/2deb034fc900020dfb6f514407ddcad0a2c2f03c517e30f77ef5e150b210ae0d?s=96&d=mm&r=g","caption":"Ivan Marcialis"}}]}},"_links":{"self":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts\/819797","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/comments?post=819797"}],"version-history":[{"count":3,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts\/819797\/revisions"}],"predecessor-version":[{"id":819801,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/posts\/819797\/revisions\/819801"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/media\/756625"}],"wp:attachment":[{"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/media?parent=819797"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/categories?post=819797"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.crs4.it\/en\/wp-json\/wp\/v2\/tags?post=819797"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}