{"id":25653,"date":"2023-05-08T09:24:20","date_gmt":"2023-05-08T07:24:20","guid":{"rendered":"https:\/\/www.teoresigroup.com\/?post_type=projects&#038;p=25653"},"modified":"2024-10-30T15:02:13","modified_gmt":"2024-10-30T14:02:13","slug":"soc-predictor","status":"publish","type":"projects","link":"https:\/\/teoresi.sixeleven.it\/de\/projects\/soc-predictor\/","title":{"rendered":"SoC predictor"},"content":{"rendered":"\n\t\n\t\n\t\t<div id=\"block_ce764c5156fbcae32946cd14ce602ca8\" class=\"hero-image\">\n\t\t\t<div class=\"image-hero-container row expanded isdark\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"top absolute z-10 pin-t pin-l xsmall-pt-4 xsmall-pl-4 small-pt-6 small-pl-6 pt-12 pl-12\">\n\t\t\t\t\t\t<span class=\"toptitle color-white title-line orange\">projects<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<!-- Icona centrale per small -->\n\t\t\t\t<div class=\"hero-icon middle hide-for-medium absolute z-10 pin-l xsmall-pl-4 small-pl-6 pl-12\">\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t<!-- Blocco Icona + Titolo per medium-up -->\n\t\t\t\t<div class=\"bottom show-for-medium z-10 absolute pin-b pin-l xsmall-pb-4 xsmall-pl-4 pb-12 pl-12\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<h1 class=\"hero-title title mb-0 dot-after\">State of Charge predictor<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"subtitle h4 mt-2 color-grey-lighter\">Battery Management System and State of Charge Detection with Neural Network.<\/h2>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<!-- Versione senza parallasse -->\n\t\t\t\t\t<div class=\"hero-bg bg-img b-lazy\" data-src = \"https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2023\/05\/project-powerutilities-1.jpg\" ><\/div>\n\n\t\t\t\t\n\t\t\t\t<div class=\"hero-filter\"><\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t<!-- Titolo fuori Hero per small -->\n\t\t<div class=\"row sezione hide-for-medium\">\n\n\t\t\t<div class=\"column\">\n\t\t\t\t\t\t\t\t\t<h1 class=\"hero-title title mb-0 dot-after\">State of Charge predictor<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"subtitle h4 mt-2\">Battery Management System and State of Charge Detection with Neural Network.<\/h2>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\n\t\n\n\n\r\n    \r\n    <div id=\"block_0e5ee3bb5a5e55693ec2f47df1f8fcf7\" class=\"breadcrumbs row sezione\">\r\n        <div class=\"column small-12 fs-xsmall\">\r\n            <span><span><a href=\"https:\/\/teoresi.sixeleven.it\/de\/\"><span class=\"tg-homepage-icon\"><\/span><\/a><\/span><\/span>        <\/div>\r\n    <\/div>\r\n\r\n\n\n\r\n\t\r\n\t\r\n\t\t<div id=\"block_9c48c74bd0ecc137884643a1caffdd0f\" class=\"_project-ownership-row wp-block-columns pt-8 small-pl-0 small-pr-0 xsmall-pl-0 xsmall-pr-0 medium-pl-24 medium-pr-24 pl-32 pr-32 row flex align-middle \">\r\n\t\t\t<div class=\"_project-ownership-col wp-block-column column small-12 flex align-middle pl-0 pr-0 pb-6\" style=\"border-bottom: 1px solid #ececec;\">\r\n\r\n\t\t\t\t<span class=\"inline-block h5 mb-0 pr-3\" style=\"border-right: 1px solid #ececec;\">A Teoresi Group project<\/span>\r\n\t\t\t\t<div class=\"_ownership-logos-wrap flex-1 flex overflow-hidden\" style=\"gap:2rem; padding-left:2rem; padding-right:2rem; overflow-x: scroll;\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t<figure class=\"_ownership-logo\" style=\"\" data-url=\"https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2020\/12\/teoresi-logo-color.svg\" data-size=\"0x0\" ><img decoding=\"async\" class=\"b-lazy \" style=\"\" src=\"https:\/\/teoresi.sixeleven.it\/wp-content\/themes\/FoundationPress\/studio42\/img\/loader-320-free.svg\" itemprop=\"thumbnail\" data-src=\"https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2020\/12\/teoresi-logo-color.svg|https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2020\/12\/teoresi-logo-color.svg|https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2020\/12\/teoresi-logo-color.svg\" alt=\"Teoresi-logo-color\" width=\"100%\" height=\"100%\" \/><figcaption class=\"image-caption block\"><\/figcaption><\/figure>\t\t\t\t\t\t\t\t\t<\/div>\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\r\n\t\r\n\n\n\n<div class=\"wp-block-columns small-pl-0 small-pr-0 xsmall-pl-0 xsmall-pr-0 medium-pl-24 medium-pr-24 pl-32 pr-32 row sezione\">\n<div class=\"wp-block-column small-12 medium-4 large-4 pr-12\">\n<h5 class=\"wp-block-heading\">Project<\/h5>\n\n\n\n<p>The system can predict the State of Charge of a battery pack using a Neural Network. It is integrated within a microcontroller resulting in a real-time IoT system that delivers precise information on battery performance. The system is an advanced solution for battery monitoring and management that can help optimize performance and extend battery life.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column small-12 medium-4 large-4 pr-12\">\n<h5 class=\"wp-block-heading\">Client<\/h5>\n\n\n\n<p>Customer in the field of energy management<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column small-12 medium-4 large-4 pr-12\">\n<h5 class=\"wp-block-heading\">Industries<\/h5>\n\n\n\r\n\t\r\n\t\t<div id=\"block_f612810201ebd0e08c1afc75f147360d\" class=\"industry-selector \">\r\n\r\n\t\t\t\r\n\t\t\t<a href=\"https:\/\/teoresi.sixeleven.it\/industries\/power-utilities-electronics-and-infrastructure\/\">Power Utilities, Electronics and Infrastructure<\/a>\r\n\t\t<\/div>\r\n\r\n<\/div>\n<\/div>\n\n\n\r\n\t\r\n\t\r\n\t\t<div id=\"block_7c95b67c7edd03941b413cc39008d039\" class=\"storytelling-img mt-16 mb-16 pt-8 pb-8 bg-grey-lightest expanded\">\r\n\r\n\t\t\t<div class=\"row unexpanded\">\r\n\r\n\t\t\t\t<div class=\"column small-12\">\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"row row-storytelling-img sezione collapse-16 align-center align-middle\">\r\n\r\n\t\t\t\t\t\t\t<div class=\"image column small-12 medium-10 large-7 large-order-2\">\r\n\t\t\t\t\t\t\t\t<div class=\"bg-img b-lazy bg-cover small-ratio-32\" style=\"\" data-src=\"https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2023\/05\/project-powerutilities-2-640x480.jpg\" style=\"\" data-paroller-factor=\"0.1\" data-paroller-type=\"background\" data-paroller-direction=\"vertical\" data-paroller-transition=\"transform .1s linear\"><\/div>\t\t\t\t\t\t\t<\/div>\r\n\r\n\r\n\t\t\t\t\t\t\t<div class=\"content column small-12 medium-10 large-5 large-order-1\">\r\n\t\t\t\t\t\t\t\t<div class=\"mb-8\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"title h4 fw-700 color-orange mb-2\">Scenario<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t<p class=\"\">As the electric car market continues to expand globally, battery management becomes increasingly important for ensuring optimal performance and longevity. Accessing precise data from batteries is essential for the efficient management of Remaining Useful Life (RUL) and End of Life (EOL).<\/p>\n<p class=\"\">To address these challenges, developing solutions that can accurately predict battery performance and integrate with IoT systems is crucial.<\/p>\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<div class=\"line column small-12 large-order-3 mb-0\">\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"row row-storytelling-img sezione collapse-16 align-center align-middle\">\r\n\r\n\t\t\t\t\t\t\t<div class=\"image column small-12 medium-10 large-7 \">\r\n\t\t\t\t\t\t\t\t<div class=\"bg-img b-lazy bg-cover small-ratio-32\" style=\"\" data-src=\"https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2023\/05\/project-powerutilities-6-640x480.jpg\" style=\"\" data-paroller-factor=\"0.1\" data-paroller-type=\"background\" data-paroller-direction=\"vertical\" data-paroller-transition=\"transform .1s linear\"><\/div>\t\t\t\t\t\t\t<\/div>\r\n\r\n\r\n\t\t\t\t\t\t\t<div class=\"content column small-12 medium-10 large-5 \">\r\n\t\t\t\t\t\t\t\t<div class=\"mb-8\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"title h4 fw-700 color-orange mb-2\">Challenges<\/span>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t\t<ul>\n<li>Temperature has a significant impact on battery performance, so the Neural Network had to be trained to handle variations in temperature to provide accurate predictions<\/li>\n<li>Integrating the trained Neural Network into the microcontroller in order to have all the parameters in one single environment<\/li>\n<li>Designing a user-friendly interface that can clearly and accurately convey the battery&#8217;s performance data<\/li>\n<\/ul>\n<ul><\/ul>\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t\t<div class=\"line column small-12 large-order-3 mb-0\">\r\n\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\r\n\t\t\t\t<\/div>\r\n\r\n\t\t\t<\/div>\r\n\r\n\t\t<\/div>\r\n\r\n\t\r\n\n\n\n<div class=\"wp-block-columns align-center row sezione\">\n<div class=\"wp-block-column small-12 medium-10 large-8\">\n<h2 class=\"wp-block-heading has-text-align-center\">Our added Values<\/h2>\n\n\n\n<p>Teoresi&#8217;s expertise in developing embedded systems and AI-based solutions, combined with cutting-edge technologies and an analytical and testing approach, ensures that solutions are innovative, cost- and time-effective, and meet the highest quality standards<\/p>\n<\/div>\n<\/div>\n\n\n\r\n    <span class=\"block p-4\">&nbsp;<\/span>\r\n\r\n\n\n\t\t<div id=\"block_c522f49b5d3a3398ebe7d5d67d61442b\" class=\"hero-image\">\r\n\t\t<div class=\"image-hero-container intermezzo row expanded isdark align-middle align-center \">\r\n\r\n\t\t\t<div class=\"hero-content column small-12 medium-9 large-7 text-center\">\r\n\r\n\t\t\t\t\r\n\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t<span class=\"title h1 dot-after\">We don&#8217;t need the crystal ball to predict<\/span>\r\n\t\t\t\t\t<span class=\"block\"><\/span>\r\n\t\t\t\t\r\n\t\t\t\t\t\t\t\t\t<span class=\"subtitle h5 fw-300 color-grey-light mt-1\">We prefer Neural Networks.<\/span>\r\n\t\t\t\t\r\n\t\t\t\t\r\n\t\t\t<\/div>\r\n\r\n\t\t\t\r\n\t\t\t<div class=\"hero-bg bg-img b-lazy\" data-src = \"https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2023\/05\/project-powerutilities-4.jpg\"  data-paroller-factor=\"0.3\" data-paroller-type=\"background\" data-paroller-direction=\"vertical\" data-paroller-transition=\"transform .1s linear\"><\/div>\r\n\r\n\t\t\t<div class=\"hero-filter\"><\/div>\r\n\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n\n\n\r\n    <span class=\"block p-4\">&nbsp;<\/span>\r\n\r\n\n\n\n<div class=\"wp-block-columns align-center row sezione\">\n<div class=\"wp-block-column small-12 medium-10 large-8\">\n<h2 class=\"wp-block-heading has-text-align-center\">Results<\/h2>\n\n\n\n<p>The system developed is characterized by its high precision, which outperforms many other methods of measurement of the State of Charge of the battery. Additionally, it is easily adjustable and has low implementation costs.<\/p>\n<\/div>\n<\/div>\n\n\n\r\n    <span class=\"block p-4\">&nbsp;<\/span>\r\n\r\n\n\n\r\n\t2\r\n\r\n\t<div class=\"row sezione align-middle\">\r\n\t\t<div class=\"column small-6\">\r\n\t\t\t\t\t\t\t<span class=\"toptitle fs-xsmall title-line right mb-1\">Projects<\/span>\r\n\t\t\t\t<span class=\"block\"><\/span>\r\n\t\t\t\t\t\t\t\t\t\t<span class=\"title h3 mb-1 dot-after\">Das k\u00f6nnte Sie auch interessieren<\/span>\r\n\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t<div class=\"column small-6 text-right\">\r\n\t\t\t<a class=\"button hollow\" href=\"https:\/\/teoresi.sixeleven.it\/de\/projects\/\">View all<\/a>\r\n\t\t<\/div>\r\n\t<\/div>\r\n\r\n<div class=\"row sezione large-up-3\">\r\n<div class=\"column pb-12\">\r\n\t<a href=\"https:\/\/teoresi.sixeleven.it\/de\/projects\/t-wallbox\/\">\r\n\r\n\t\t<div class=\"figure-container relative small-ratio-43\">\r\n\t\t\t<div class=\"bg-img b-lazy absolute bg-cover overflow-hidden\" style=\"\" data-src=\"https:\/\/teoresi.sixeleven.it\/wp-content\/uploads\/2023\/05\/t-wallboxcover-640x360.jpg\" style=\"absolute\" ><\/div>\t\t<\/div>\r\n\r\n\t\t<div class=\"bg-white p-6 pl-3 pr-3\">\r\n\r\n\t\t\t<span class=\"title h5 mb-3\">T-Wallbox<\/span>\r\n\r\n\t\t<\/div>\r\n\r\n\t<\/a>\r\n<\/div>\r\n<\/div>\n\n\r\n    <span class=\"block p-4\">&nbsp;<\/span>\r\n\r\n","protected":false},"featured_media":25717,"template":"","customer":[432],"industry":[607],"application_field":[440,441,442],"class_list":["post-25653","projects","type-projects","status-publish","has-post-thumbnail","hentry","customer-internal-project-de","industry-power-utilities-electronics-and-infrastructure-de","application_field-battery-management-system-de","application_field-second-life-battery-de","application_field-soc-estimation-de"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SoC predictor - Teoresi Group<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SoC predictor - Teoresi Group\" \/>\n<meta property=\"og:description\" content=\"Project The system can predict the State of Charge of a battery pack using a Neural Network. It is integrated within a microcontroller resulting in a real-time IoT system that delivers precise information on battery performance. The system is an advanced solution for battery monitoring and management that can help optimize performance and extend battery life. 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