{"id":698,"date":"2023-01-04T16:11:00","date_gmt":"2023-01-04T16:11:00","guid":{"rendered":"http:\/\/localhost:10109\/?p=698"},"modified":"2025-07-30T10:54:52","modified_gmt":"2025-07-30T10:54:52","slug":"watch-deep-learning-models-for-prediction-of-battery-health-and-life","status":"publish","type":"post","link":"https:\/\/eatron.com\/watch-deep-learning-models-for-prediction-of-battery-health-and-life\/","title":{"rendered":"WATCH &#8211; Deep learning models for prediction of battery health and life"},"content":{"rendered":"\n<p>\ud83d\udc49 <strong>Problem<\/strong>: EV fleets are vulnerable to unexpected cell failures.<br>\ud83d\udc49 <strong>Solution<\/strong>: On-Edge anomaly detection in real-time, using&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/syntiant-corp\/\">Syntiant Corp.<\/a>\u2018s Neural Decision Processor.<\/p>\n\n\n\n<p>AI models developed by&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/eatron-technologies\/\">Eatron Technologies<\/a>, accurately track the state of the charge\/health of batteries, predicting longevity and enabling the diagnostics\/prognostics necessary for maintenance, warranty, safety, etc.<\/p>\n\n\n\n<p><a href=\"https:\/\/www.linkedin.com\/company\/syntiant-corp\/\">Syntiant Corp.<\/a>\u2018s Core 2 allows for models to be run on the edge, reducing latency, and eliminating the need for continuous and high speed connection to the cloud.<\/p>\n\n\n\n<p>WATCH the video below!<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>About Syntiant&nbsp;<\/strong><\/h3>\n\n\n\n<p>Founded in 2017 and headquartered in Irvine, Calif., Syntiant Corp. is a leader in delivering end-to-end deep learning solutions for always-on applications by combining purpose-built silicon with an edge-optimized data platform and training pipeline. Syntiant\u2019s advanced chip solutions merge deep learning with semiconductor design to produce ultra-low-power, high performance, deep neural network processors for edge AI applications across a wide range of consumer and industrial use cases, from earbuds to automobiles. The company is backed by several of the world\u2019s leading strategic and financial investors including Intel Capital, Microsoft\u2019s M12, Applied Ventures, Robert Bosch Venture Capital, the Amazon Alexa Fund and Atlantic Bridge Capital. More information on the company can be found by visiting <a href=\"http:\/\/www.syntiant.com\">www.syntiant.com<\/a> or by following Syntiant on Twitter <a href=\"https:\/\/twitter.com\/Syntiantcorp\">@Syntiantcorp<\/a> or <a href=\"https:\/\/www.linkedin.com\/company\/syntiant-corp\/?viewAsMember=true\">LinkedIn<\/a>.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udc49 Problem: EV fleets are vulnerable to unexpected cell failures.\ud83d\udc49 Solution: On-Edge anomaly detection in real-time, using&nbsp;Syntiant Corp.\u2018s Neural Decision Processor. AI models developed by&nbsp;Eatron Technologies, accurately track the state of the charge\/health of batteries, predicting longevity and enabling the diagnostics\/prognostics necessary for maintenance, warranty, safety, etc. Syntiant Corp.\u2018s Core 2 allows for models to &hellip; <a href=\"https:\/\/eatron.com\/watch-deep-learning-models-for-prediction-of-battery-health-and-life\/\">Continued<\/a><\/p>\n","protected":false},"author":1,"featured_media":535,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-698","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>WATCH - Deep learning models for prediction of battery health and life - Eatron Technologies<\/title>\n<meta name=\"description\" content=\"AI-powered on-edge anomaly detection by Eatron, powered by Syntiant\u2019s Neural Decision Processor, ensures real-time battery health monitoring for EV fleets.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/eatron.com\/watch-deep-learning-models-for-prediction-of-battery-health-and-life\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"WATCH - Deep learning models for prediction of battery health and life - Eatron Technologies\" \/>\n<meta property=\"og:description\" content=\"AI-powered on-edge anomaly detection by Eatron, powered by Syntiant\u2019s Neural Decision Processor, ensures real-time battery health monitoring for EV fleets.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/eatron.com\/watch-deep-learning-models-for-prediction-of-battery-health-and-life\/\" \/>\n<meta property=\"og:site_name\" content=\"Eatron Technologies\" \/>\n<meta property=\"article:published_time\" content=\"2023-01-04T16:11:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-30T10:54:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/eatron.com\/wp-content\/uploads\/2025\/05\/05ba0f8c537e3d1fe98ac48d400e195b39a0544a-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1707\" \/>\n\t<meta property=\"og:image:height\" content=\"2560\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"eatrontec\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"eatrontec\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/eatron.com\/watch-deep-learning-models-for-prediction-of-battery-health-and-life\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/eatron.com\/watch-deep-learning-models-for-prediction-of-battery-health-and-life\/\"},\"author\":{\"name\":\"eatrontec\",\"@id\":\"https:\/\/eatron.com\/#\/schema\/person\/63e053df111cfea5139b11c7fc897cca\"},\"headline\":\"WATCH &#8211; 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