{"id":327593,"date":"2025-07-14T20:14:24","date_gmt":"2025-07-14T20:14:24","guid":{"rendered":"https:\/\/www.evearly.news\/en\/nrel-researchers-develop-ai-models-to-improve-battery-diagnostics\/"},"modified":"2025-07-14T20:14:24","modified_gmt":"2025-07-14T20:14:24","slug":"nrel-researchers-develop-ai-models-to-improve-battery-diagnostics","status":"publish","type":"post","link":"https:\/\/www.evearly.news\/en\/nrel-researchers-develop-ai-models-to-improve-battery-diagnostics\/","title":{"rendered":"NREL researchers develop AI models to improve battery diagnostics"},"content":{"rendered":"<p><img src='https:\/\/www.evearly.news\/en\/wp-content\/uploads\/sites\/7\/2025\/07\/nrel-researchers-develop-ai-models-to-improve-battery-diagnostics.jpg' alt='' ><br \/>Researchers at the US Department of Energy\u2019s National Renewable Energy Laboratory (NREL) have demonstrated a physics-informed neural network (PINN) model that they say can predict battery health nearly 1,000 times faster than traditional models. NREL\u2019s PINN replaces the traditional, resource-intensive battery physics model with an approach based on AI that mimics the interconnected neurons of&#8230;   <a href=https:\/\/chargedevs.com\/newswire\/nrel-researchers-develop-ai-models-to-improve-battery-diagnostics\/ target=bwindow>Read more&#8230;<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p><img src='https:\/\/www.evearly.news\/en\/wp-content\/uploads\/sites\/7\/2025\/07\/nrel-researchers-develop-ai-models-to-improve-battery-diagnostics.jpg' alt=''><br \/>Researchers at the US Department of Energy\u2019s National Renewable Energy Laboratory (NREL) have demonstrated a physics-informed neural network (PINN) model that they say can predict battery health nearly 1,000 times faster than traditional models. NREL\u2019s PINN replaces the traditional, resource-intensive battery physics model with an approach based on AI that mimics the interconnected neurons of&#8230;  <\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/www.evearly.news\/en\/nrel-researchers-develop-ai-models-to-improve-battery-diagnostics\/\"><\/a><\/p>\n","protected":false},"author":28,"featured_media":327594,"comment_status":"closed","ping_status":"open","sticky":false,"template":"Default","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-327593","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-charged-evs"],"_links":{"self":[{"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/posts\/327593","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/comments?post=327593"}],"version-history":[{"count":0,"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/posts\/327593\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/media\/327594"}],"wp:attachment":[{"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/media?parent=327593"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/categories?post=327593"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.evearly.news\/en\/wp-json\/wp\/v2\/tags?post=327593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}