{"id":59688,"date":"2025-06-26T12:06:46","date_gmt":"2025-06-26T10:06:46","guid":{"rendered":"https:\/\/www.teoresigroup.com\/?p=59688"},"modified":"2025-07-03T15:09:07","modified_gmt":"2025-07-03T13:09:07","slug":"predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025","status":"publish","type":"post","link":"https:\/\/www.teoresigroup.com\/de\/news\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\/","title":{"rendered":"Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0"},"content":{"rendered":"\n<div class=\"wp-block-columns row align-center row sezione\">\n<div class=\"wp-block-column column small-12 medium-10 large-8\">\n<p><em><strong>On July 10, 2025, Teoresi MedTech will present a scientific paper at the international conference IEEE SAS \u2013 Sensors Applications Symposium, showcasing the SPS (Smart Predictive System) project, an innovative solution for predictive maintenance of electric motors in industrial environments. The system is based on self-sustainable IoT sensor nodes and an unsupervised learning algorithm for automatic detection of operating conditions and early identification of anomalies. The paper will be presented by Antonio Cancilla (Teoresi MedTech), co-authored with Guido Comai (Teoresi MedTech) and Tommaso Polonelli (ETH Z\u00fcrich).\u00a0<\/strong><\/em><\/p>\n\n\n\n<p>In the transition toward intelligent and sustainable production models,<strong> Teoresi<\/strong> <strong>MedTech<\/strong> stands out for its <strong>advanced solutions in predictive maintenance of electric motors<\/strong>, specifically designed for the <strong>manufacturing and process automation industries<\/strong>. The SPS project integrates wireless self-powered sensor technology, machine learning algorithms, and scalable software architectures, with the aim of reducing operational costs and unplanned downtime.&nbsp;<\/p>\n\n\n\n<p>Antonio Cancilla\u2019s contribution to<strong> IEEE SAS 2025<\/strong>, taking place in Newcastle upon Tyne (UK), is part of the conference\u2019s scientific program and will explore a system based on:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list wp-block-list\">\n<li><strong>Wireless self-sustainable sensors<\/strong>, designed for retrofit installation on existing motors, powered through thermoelectric energy harvesting;&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list wp-block-list\">\n<li><strong>An Incremental DBSCAN clustering algorithm<\/strong>, capable of continuously and adaptively learning from the motor\u2019s operating conditions\u2014without requiring any prior training;&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list wp-block-list\">\n<li><strong>A software infrastructure for data acquisition<\/strong>, normalization, dimensionality reduction (PCA), and clustering of multisensor data (vibration, acoustic signals, and magnetic field).&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>The system has been validated on three-phase electric motors ranging from 11 kW to 160 kW in real industrial environments, achieving 97% accuracy in anomaly classification and proving its ability to adapt to previously unknown operating states.&nbsp;<\/p>\n\n\n\n<p><strong>Paper Details&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>Title<\/strong>: Unsupervised Predictive Maintenance on Industrial Electric Motors Based on Self-Sustainable IoT Wireless Sensor Nodes&nbsp;<br><strong>Presenter<\/strong>: Antonio Cancilla, Teoresi MedTech&nbsp;<br><strong>Co-authors<\/strong>: Guido Comai (Teoresi MedTech), Tommaso Polonelli (ETH Z\u00fcrich)&nbsp;<br><strong>Conference<\/strong>: IEEE Sensors Applications Symposium&nbsp;<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p class=\"excerpt\">On July 10, 2025, Teoresi MedTech will present a scientific paper at the international conference IEEE SAS \u2013 Sensors Applications Symposium, showcasing the SPS (Smart Predictive System) project, an innovative solution for predictive maintenance of electric motors in industrial environments. The system is based on self-sustainable IoT sensor nodes and an unsupervised learning algorithm for automatic detection of operating conditions&#8230;<\/p>\n","protected":false},"author":16,"featured_media":59694,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1,12,699],"tags":[717,533],"class_list":{"0":"post-59688","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-corporate","9":"category-event-de","10":"tag-event-de","11":"tag-rd-2-de"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0 - Teoresi Group<\/title>\n<meta name=\"description\" content=\"Discover all you need to know about Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0 on Teoresi Group - Teoresi Group is high profile engineering. It offers an innovative approach in close synergy with the Research and Development departments of the main industrial players.\" \/>\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.teoresigroup.com\/de\/news\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0 - Teoresi Group\" \/>\n<meta property=\"og:description\" content=\"Discover all you need to know about Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0 on Teoresi Group - Teoresi Group is high profile engineering. It offers an innovative approach in close synergy with the Research and Development departments of the main industrial players.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.teoresigroup.com\/de\/news\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\/\" \/>\n<meta property=\"og:site_name\" content=\"Teoresi Group\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/Gruppo-Teoresi\/118393464917205\" \/>\n<meta property=\"article:published_time\" content=\"2025-06-26T10:06:46+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-03T13:09:07+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.teoresigroup.com\/wp-content\/uploads\/2025\/06\/ditecfer-1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1009\" \/>\n\t<meta property=\"og:image:height\" content=\"757\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Elisabetta Molli\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Verfasst von\" \/>\n\t<meta name=\"twitter:data1\" content=\"Elisabetta Molli\" \/>\n\t<meta name=\"twitter:label2\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data2\" content=\"2\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/\"},\"author\":{\"name\":\"Elisabetta Molli\",\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/it\\\/#\\\/schema\\\/person\\\/3667db0b655576f01f3615051eb6a928\"},\"headline\":\"Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0\",\"datePublished\":\"2025-06-26T10:06:46+00:00\",\"dateModified\":\"2025-07-03T13:09:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/\"},\"wordCount\":323,\"publisher\":{\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/it\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.teoresigroup.com\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/ditecfer-1.png\",\"keywords\":[\"event\",\"R&amp;D\"],\"articleSection\":[\"Corporate\",\"Corporate\",\"Event\"],\"inLanguage\":\"de\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/\",\"url\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/\",\"name\":\"Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0 - Teoresi Group\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/it\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.teoresigroup.com\\\/de\\\/news\\\/predict-to-prevent-teoresi-medtech-and-smart-sensors-at-the-sensors-applications-symposium-2025\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.teoresigroup.com\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/ditecfer-1.png\",\"datePublished\":\"2025-06-26T10:06:46+00:00\",\"dateModified\":\"2025-07-03T13:09:07+00:00\",\"description\":\"Discover all you need to know about Predict to Prevent: Teoresi MedTech and Smart Sensors at the Sensors Applications Symposium 2025\u00a0 on Teoresi Group - Teoresi Group is high profile engineering. 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