{"id":9478,"date":"2024-11-27T08:42:25","date_gmt":"2024-11-27T08:42:25","guid":{"rendered":"https:\/\/energia.imdea.org\/events\/trends-in-energy-field-in-italy-renewable-and-storage-integration-electric-vehicles-and-energy-communities-742\/"},"modified":"2024-12-02T09:11:05","modified_gmt":"2024-12-02T09:11:05","slug":"data-driven-battery-diagnosis-and-prognosis-hnei-battery-work","status":"publish","type":"mec-events","link":"https:\/\/energia.imdea.org\/en\/events\/data-driven-battery-diagnosis-and-prognosis-hnei-battery-work\/","title":{"rendered":"Distinguished seminar: \u201cData-driven battery diagnosis and prognosis: HNEI battery work\u201d"},"content":{"rendered":"<div  class=\"tatsu-SJWycm4Rekx tatsu-section  tatsu-bg-overlay   tatsu-clearfix\" data-title=\"\"  data-headerscheme=\"background--dark\"><div class='tatsu-section-pad clearfix' data-padding='{\"d\":\"0px 0px 0px 0px\"}' data-padding-top='0px'><div class=\"tatsu-row-wrap  tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols  tatsu-clearfix tatsu-r1xkqXNCe1x\" ><div  class=\"tatsu-row \" ><div  class=\"tatsu-column  tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none  tatsu-HykcQV0eyg\"  data-parallax-speed=\"0\" style=\"\"><div class=\"tatsu-column-inner \" ><div class=\"tatsu-column-pad-wrap\"><div class=\"tatsu-column-pad\" ><div  class=\"tatsu-single-image tatsu-module tatsu-image-lazyload tatsu-rJTw0ohzyx  \" ><div class=\"tatsu-single-image-inner \" style=\"width : 1778px;\" ><div class = \"tatsu-single-image-padding-wrap\" style = \"padding-bottom : 56.242969628796%;\" ><\/div><img class = \"tatsu-gradient-border\" alt = \"\" title = \"Horizontal (23)\" data-src = \"https:\/\/energia.imdea.org\/wp-content\/uploads\/2024\/11\/Horizontal-23.jpg\" src =\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mNkYAAAAAYAAjCB0C8AAAAASUVORK5CYII=\"  \/><\/div><style>.tatsu-rJTw0ohzyx .tatsu-single-image-inner{border-style: solid;max-width: 100%;}.tatsu-rJTw0ohzyx.tatsu-single-image{transform: translate3d(0px,0px, 0);}<\/style><\/div><\/div><\/div><div class = \"tatsu-column-bg-image-wrap\"><div class = \"tatsu-column-bg-image\" ><\/div><\/div><div class=\"tatsu-overlay tatsu-column-overlay tatsu-animate-none\" ><\/div><\/div><style>.tatsu-row > .tatsu-HykcQV0eyg.tatsu-column{width: 100%;}.tatsu-HykcQV0eyg.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-HykcQV0eyg > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-HykcQV0eyg > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-HykcQV0eyg > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-HykcQV0eyg > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}@media only screen and (max-width:1377px) {.tatsu-row > .tatsu-HykcQV0eyg.tatsu-column{width: 100%;}}@media only screen and (min-width:768px) and (max-width: 1024px) {.tatsu-row > .tatsu-HykcQV0eyg.tatsu-column{width: 100%;}}@media only screen and (max-width: 767px) {.tatsu-row > .tatsu-HykcQV0eyg.tatsu-column{width: 100%;}}<\/style><\/div><\/div><\/div><\/div><div class=\"tatsu-section-background-wrap\"><div class = \"tatsu-section-background\" ><\/div><\/div><div class=\"tatsu-overlay tatsu-section-overlay\"><\/div><style>.tatsu-SJWycm4Rekx .tatsu-section-offset-wrap{transform: translateY(-0px);}.tatsu-SJWycm4Rekx > .tatsu-bottom-divider{z-index: 9999;}.tatsu-SJWycm4Rekx > .tatsu-top-divider{z-index: 9999;}.tatsu-SJWycm4Rekx .tatsu-section-overlay{mix-blend-mode: normal;}<\/style><\/div><div  class=\"tatsu-hu88g4b05936eh3d tatsu-section  tatsu-bg-overlay   tatsu-clearfix\" data-title=\"\"  data-headerscheme=\"background--dark\"><div class='tatsu-section-pad clearfix' data-padding='{\"d\":\"0px 0px 90px 0px\"}' data-padding-top='0px'><div class=\"tatsu-row-wrap  tatsu-wrap tatsu-row-one-col tatsu-row-has-one-cols tatsu-medium-gutter tatsu-reg-cols  tatsu-clearfix tatsu-hu88g4b0722lgiic\" ><div  class=\"tatsu-row \" ><div  class=\"tatsu-column  tatsu-bg-overlay tatsu-one-col tatsu-column-image-none tatsu-column-effect-none  tatsu-hu88g4b08s1e2pn0\"  data-parallax-speed=\"0\" style=\"\"><div class=\"tatsu-column-inner \" ><div class=\"tatsu-column-pad-wrap\"><div class=\"tatsu-column-pad\" ><div  class=\"tatsu-module tatsu-text-block-wrap tatsu-hu88g4b0alba8eeu  \"><div class=\"tatsu-text-inner tatsu-align-center  clearfix\" ><style>.tatsu-hu88g4b0alba8eeu.tatsu-text-block-wrap .tatsu-text-inner{width: 100%;text-align: left;}<\/style>\n<p><strong>Abstract<\/strong><\/p>\n<p><em><strong>Data-driven battery diagnosis and prognosis: HNEI battery work<\/strong><\/em><\/p>\n<p>Accurate lithium battery diagnosis and prognosis are critical to increase penetration of electric vehicles and grid tied storage systems. They are both complex due to the intricate, nonlinear, and path-dependent nature of battery degradation. Data-driven models are anticipated to play a significant role in the behavioral prediction of dynamical systems such as batteries. However, they are often limited by the amount of training data available.<\/p>\n<p>This seminar will showcase HNEI&#8217;s approach for diagnosis and prognosis from new theoretical concepts to the generation of comprehensive big-data synthetic datasets to train machine learning algorithms.<\/p>\n<p><strong>Short Bio<\/strong><\/p>\n<p>Matthieu Dubarry (PhD, Electrochemistry &amp; Solid-State Science, University of Nantes), has over 15 years of experience in renewable energy, with an emphasis in the area of lithium ion batteries.<\/p>\n<p>Following his PhD on the synthesis and characterization of materials for lithium batteries, Dr. Dubarry joined the Hawai\u2018i Natural Energy Institute at the University of Hawai\u2018i at M\u0101noa as a post-doctoral fellow in 2005 to work on the analysis of the usage of a fleet of electric vehicles.\u00a0 He was later appointed a faculty position in 2010 with a focus on battery testing, modeling and simulation.<\/p>\n<p>While working for HNEI, Dr. Dubarry pioneered the use of new techniques for the analysis of the degradation of Li-ion cells and developed numerous software tools facilitating the prognosis of Li-ion battery degradation both at the single cell and the battery pack level.<\/p>\n<p>Current projects include the evaluation of grid scale Li-ion battery energy storage systems; the evaluation of the impact of vehicle-to-grid strategies on electric vehicle battery pack degradation; and the testing of emerging battery technologies for grid-connected and transportation applications.<\/p>\n<\/div><\/div><\/div><\/div><div class = \"tatsu-column-bg-image-wrap\"><div class = \"tatsu-column-bg-image\" ><\/div><\/div><div class=\"tatsu-overlay tatsu-column-overlay tatsu-animate-none\" ><\/div><\/div><style>.tatsu-row > .tatsu-hu88g4b08s1e2pn0.tatsu-column{width: 100%;}.tatsu-hu88g4b08s1e2pn0.tatsu-column > .tatsu-column-inner > .tatsu-column-overlay{mix-blend-mode: normal;}.tatsu-hu88g4b08s1e2pn0 > .tatsu-column-inner > .tatsu-top-divider{z-index: 9999;}.tatsu-hu88g4b08s1e2pn0 > .tatsu-column-inner > .tatsu-bottom-divider{z-index: 9999;}.tatsu-hu88g4b08s1e2pn0 > .tatsu-column-inner > .tatsu-left-divider{z-index: 9999;}.tatsu-hu88g4b08s1e2pn0 > .tatsu-column-inner > .tatsu-right-divider{z-index: 9999;}<\/style><\/div><\/div><\/div><\/div><div class=\"tatsu-section-background-wrap\"><div class = \"tatsu-section-background\" ><\/div><\/div><div class=\"tatsu-overlay tatsu-section-overlay\"><\/div><style>.tatsu-hu88g4b05936eh3d .tatsu-section-pad{padding: 0px 0px 90px 0px;}.tatsu-hu88g4b05936eh3d > .tatsu-bottom-divider{z-index: 9999;}.tatsu-hu88g4b05936eh3d > .tatsu-top-divider{z-index: 9999;}.tatsu-hu88g4b05936eh3d .tatsu-section-overlay{mix-blend-mode: normal;}<\/style><\/div>\n","protected":false},"excerpt":{"rendered":"<p><a href=\"https:\/\/energia.imdea.org\/en\/events\/data-driven-battery-diagnosis-and-prognosis-hnei-battery-work\/\" class=\"more-link style1-button\">Read More<\/a><\/p>","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_vp_format_video_url":"","_vp_image_focal_point":[]},"tags":[],"mec_category":[58,59],"class_list":["post-9478","mec-events","type-mec-events","status-publish","hentry","mec_category-event","mec_category-events-home"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - 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