{"id":939,"date":"2026-02-10T17:30:59","date_gmt":"2026-02-10T16:30:59","guid":{"rendered":"https:\/\/academia-eng.com\/?p=939"},"modified":"2026-02-17T15:06:28","modified_gmt":"2026-02-17T14:06:28","slug":"tecnologia-digital-twin-con-analisi-dei-big-data","status":"publish","type":"post","link":"https:\/\/academia-eng.com\/en\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/","title":{"rendered":"Digital Twin Technology with Big\nData Analytics"},"content":{"rendered":"

The presentation illustrates the shift from a reactive and isolated approach in industrial monitoring to a proactive and integrated one.<\/p>\n\n\n\n

It presents the layered architecture of the digital twin, which combines real-time data, physical models, and predictive analytics through machine learning.<\/p>\n\n\n\n\n\n\n\n

A case study of a 70MW gas turbine demonstrates significant benefits: improved predictive maintenance accuracy, operational improvements, and substantial cost savings.<\/p>\n\n\n\n

Challenges such as integration with legacy systems, cybersecurity, and initial costs are also discussed, offering practical guidelines for implementation.<\/p>\n\n\n\n

Technology confirms itself as a strategic competitive advantage for the energy sector.<\/p>\n\n\n\n

<\/div>\n\n\n\n
\n
Download the presentation (in English)<\/a><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

La presentazione illustra il passaggio da un approccio reattivo e isolato nel monitoraggio industriale a uno proattivo e integrato. Presenta l\u2019architettura a livelli del digital…<\/p>","protected":false},"author":2,"featured_media":941,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","footnotes":""},"categories":[33],"tags":[23],"class_list":["post-939","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analisi","tag-analisi"],"yoast_head":"\nTecnologia Digital Twin con analisi dei Big Data - Academia s.a.s.<\/title>\n<meta name=\"description\" content=\"La presentazione illustra il passaggio da un approccio reattivo e isolato nel monitoraggio industriale a uno proattivo e integrato.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/academia-eng.com\/en\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tecnologia Digital Twin con analisi dei Big Data - Academia s.a.s.\" \/>\n<meta property=\"og:description\" content=\"La presentazione illustra il passaggio da un approccio reattivo e isolato nel monitoraggio industriale a uno proattivo e integrato.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/academia-eng.com\/en\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/\" \/>\n<meta property=\"og:site_name\" content=\"Academia s.a.s.\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-10T16:30:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-17T14:06:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/academia-eng.com\/wp-content\/uploads\/2026\/02\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"768\" \/>\n\t<meta property=\"og:image:height\" content=\"432\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Marco Tomarelli\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marco Tomarelli\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/\"},\"author\":{\"name\":\"Marco Tomarelli\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#\\\/schema\\\/person\\\/6e2aef76097de647a65e42ef3108d40a\"},\"headline\":\"Tecnologia Digital Twin con analisi dei Big Data\",\"datePublished\":\"2026-02-10T16:30:59+00:00\",\"dateModified\":\"2026-02-17T14:06:28+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/\"},\"wordCount\":112,\"publisher\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp\",\"keywords\":[\"Analisi\"],\"articleSection\":[\"Analisi\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/\",\"url\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/\",\"name\":\"Tecnologia Digital Twin con analisi dei Big Data - Academia s.a.s.\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp\",\"datePublished\":\"2026-02-10T16:30:59+00:00\",\"dateModified\":\"2026-02-17T14:06:28+00:00\",\"description\":\"La presentazione illustra il passaggio da un approccio reattivo e isolato nel monitoraggio industriale a uno proattivo e integrato.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/#primaryimage\",\"url\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp\",\"contentUrl\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2026\\\/02\\\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp\",\"width\":768,\"height\":432},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/2026\\\/02\\\/tecnologia-digital-twin-con-analisi-dei-big-data\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/academia-eng.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Tecnologia Digital Twin con analisi dei Big Data\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#website\",\"url\":\"https:\\\/\\\/academia-eng.com\\\/\",\"name\":\"Academia s.a.s.\",\"description\":\"Engineering Consultants\",\"publisher\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/academia-eng.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#organization\",\"name\":\"ACADEMIA s.a.s. di Rolandi Claudio & C.\",\"url\":\"https:\\\/\\\/academia-eng.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Logo-New-Academia-A.png\",\"contentUrl\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2023\\\/09\\\/Logo-New-Academia-A.png\",\"width\":1031,\"height\":961,\"caption\":\"ACADEMIA s.a.s. di Rolandi Claudio & C.\"},\"image\":{\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/in\\\/claudio-rolandi-9a449012\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/#\\\/schema\\\/person\\\/6e2aef76097de647a65e42ef3108d40a\",\"name\":\"Marco Tomarelli\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/cropped-Tomarelli-Marco-96x96.webp\",\"url\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/cropped-Tomarelli-Marco-96x96.webp\",\"contentUrl\":\"https:\\\/\\\/academia-eng.com\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/cropped-Tomarelli-Marco-96x96.webp\",\"caption\":\"Marco Tomarelli\"},\"description\":\"Ha studiato informatica all\u2019Istituto Tecnico Industriale Statale. Ha un\u2019esperienza di oltre 20 anni nel campo dell\u2019assistenza tecnica e consulenza informatica, maturata lavorando in diverse realt\u00e0, dalle piccole\\\/medie imprese alle multinazionali (medicale, telecomunicazioni, alimentare). Si \u00e8 occupato principalmente di fornitura di materiale informatico, configurazione e manutenzione di reti e computer e al supporto tecnico di primo e secondo livello, con brevi esperienze anche per quanto riguarda la grafica e il web design.\",\"sameAs\":[\"https:\\\/\\\/tomarellimarco.it\"],\"url\":\"#molongui-disabled-link\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Tecnologia Digital Twin con analisi dei Big Data - Academia s.a.s.","description":"The presentation illustrates the shift from a reactive and isolated approach in industrial monitoring to a proactive and integrated one.","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:\/\/academia-eng.com\/en\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/","og_locale":"en_US","og_type":"article","og_title":"Tecnologia Digital Twin con analisi dei Big Data - Academia s.a.s.","og_description":"La presentazione illustra il passaggio da un approccio reattivo e isolato nel monitoraggio industriale a uno proattivo e integrato.","og_url":"https:\/\/academia-eng.com\/en\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/","og_site_name":"Academia s.a.s.","article_published_time":"2026-02-10T16:30:59+00:00","article_modified_time":"2026-02-17T14:06:28+00:00","og_image":[{"width":768,"height":432,"url":"https:\/\/academia-eng.com\/wp-content\/uploads\/2026\/02\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp","type":"image\/webp"}],"author":"Marco Tomarelli","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Marco Tomarelli","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/#article","isPartOf":{"@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/"},"author":{"name":"Marco Tomarelli","@id":"https:\/\/academia-eng.com\/#\/schema\/person\/6e2aef76097de647a65e42ef3108d40a"},"headline":"Tecnologia Digital Twin con analisi dei Big Data","datePublished":"2026-02-10T16:30:59+00:00","dateModified":"2026-02-17T14:06:28+00:00","mainEntityOfPage":{"@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/"},"wordCount":112,"publisher":{"@id":"https:\/\/academia-eng.com\/#organization"},"image":{"@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/#primaryimage"},"thumbnailUrl":"https:\/\/academia-eng.com\/wp-content\/uploads\/2026\/02\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp","keywords":["Analisi"],"articleSection":["Analisi"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/","url":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/","name":"Tecnologia Digital Twin con analisi dei Big Data - Academia s.a.s.","isPartOf":{"@id":"https:\/\/academia-eng.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/#primaryimage"},"image":{"@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/#primaryimage"},"thumbnailUrl":"https:\/\/academia-eng.com\/wp-content\/uploads\/2026\/02\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp","datePublished":"2026-02-10T16:30:59+00:00","dateModified":"2026-02-17T14:06:28+00:00","description":"The presentation illustrates the shift from a reactive and isolated approach in industrial monitoring to a proactive and integrated one.","breadcrumb":{"@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/#primaryimage","url":"https:\/\/academia-eng.com\/wp-content\/uploads\/2026\/02\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp","contentUrl":"https:\/\/academia-eng.com\/wp-content\/uploads\/2026\/02\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3.webp","width":768,"height":432},{"@type":"BreadcrumbList","@id":"https:\/\/academia-eng.com\/2026\/02\/tecnologia-digital-twin-con-analisi-dei-big-data\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/academia-eng.com\/"},{"@type":"ListItem","position":2,"name":"Tecnologia Digital Twin con analisi dei Big Data"}]},{"@type":"WebSite","@id":"https:\/\/academia-eng.com\/#website","url":"https:\/\/academia-eng.com\/","name":"Academia s.a.s.","description":"Engineering Consultants","publisher":{"@id":"https:\/\/academia-eng.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/academia-eng.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/academia-eng.com\/#organization","name":"ACADEMIA s.a.s. di Rolandi Claudio & C.","url":"https:\/\/academia-eng.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/academia-eng.com\/#\/schema\/logo\/image\/","url":"https:\/\/academia-eng.com\/wp-content\/uploads\/2023\/09\/Logo-New-Academia-A.png","contentUrl":"https:\/\/academia-eng.com\/wp-content\/uploads\/2023\/09\/Logo-New-Academia-A.png","width":1031,"height":961,"caption":"ACADEMIA s.a.s. di Rolandi Claudio & C."},"image":{"@id":"https:\/\/academia-eng.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/in\/claudio-rolandi-9a449012\/"]},{"@type":"Person","@id":"https:\/\/academia-eng.com\/#\/schema\/person\/6e2aef76097de647a65e42ef3108d40a","name":"Marco Tomarelli","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/academia-eng.com\/wp-content\/uploads\/2023\/11\/cropped-Tomarelli-Marco-96x96.webp","url":"https:\/\/academia-eng.com\/wp-content\/uploads\/2023\/11\/cropped-Tomarelli-Marco-96x96.webp","contentUrl":"https:\/\/academia-eng.com\/wp-content\/uploads\/2023\/11\/cropped-Tomarelli-Marco-96x96.webp","caption":"Marco Tomarelli"},"description":"Ha studiato informatica all\u2019Istituto Tecnico Industriale Statale. Ha un\u2019esperienza di oltre 20 anni nel campo dell\u2019assistenza tecnica e consulenza informatica, maturata lavorando in diverse realt\u00e0, dalle piccole\/medie imprese alle multinazionali (medicale, telecomunicazioni, alimentare). Si \u00e8 occupato principalmente di fornitura di materiale informatico, configurazione e manutenzione di reti e computer e al supporto tecnico di primo e secondo livello, con brevi esperienze anche per quanto riguarda la grafica e il web design.","sameAs":["https:\/\/tomarellimarco.it"],"url":"#molongui-disabled-link"}]}},"author_meta":{"display_name":"Marco Tomarelli","author_link":"#molongui-disabled-link"},"featured_img":"https:\/\/academia-eng.com\/wp-content\/uploads\/2026\/02\/Shima-Fahima-Digital-Twin-Technology-with-Big-Data-Analytics-3-300x169.webp","coauthors":[],"tax_additional":{"categories":{"linked":["<a href=\"https:\/\/academia-eng.com\/en\/category\/analisi\/\" class=\"advgb-post-tax-term\">Analisi<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">Analisi<\/span>"]},"tags":{"linked":["<a href=\"https:\/\/academia-eng.com\/en\/category\/analisi\/\" class=\"advgb-post-tax-term\">Analisi<\/a>"],"unlinked":["<span class=\"advgb-post-tax-term\">Analisi<\/span>"]}},"comment_count":"0","relative_dates":{"created":"Posted 2 months ago","modified":"Updated 2 months ago"},"absolute_dates":{"created":"Posted on 10 February 2026","modified":"Updated on 17 February 2026"},"absolute_dates_time":{"created":"Posted on 10 February 2026 17:30","modified":"Updated on 17 February 2026 15:06"},"featured_img_caption":"","series_order":"","_links":{"self":[{"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/posts\/939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/comments?post=939"}],"version-history":[{"count":2,"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/posts\/939\/revisions"}],"predecessor-version":[{"id":949,"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/posts\/939\/revisions\/949"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/media\/941"}],"wp:attachment":[{"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/media?parent=939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/categories?post=939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/academia-eng.com\/en\/wp-json\/wp\/v2\/tags?post=939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}