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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Deep learning-based batte" (30 stories)

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Deep learning-based battery health prediction for enhancing electric vehicle performance | Scientific Reports
Lead StoryNaturescience
Feb 19

Deep learning-based battery health prediction for enhancing electric vehicle performance | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB3MmNsY3kxTHoydWNTbmdmcHBTTzRDVzZJaHFYMTZndG1RS2ZnWFBJT0xfOUJLaE1OTDI2RVdINUVHamh5ZFZ0SzZmNEk4eWZxb3VTZDV2cWN3dWhHSVdJ?oc=5" target="_blank">Deep learning-based battery health prediction for enhancing electric vehicle performance | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Deep learning-based batte"

Updated every 3 minutes via FreeNewsApi, GNews, Currents API & Google News

29 stories displayed
Deep learning-based RUL and SOH prediction of lithium-ion batteries using LOCO
Naturegeneral

Deep learning-based RUL and SOH prediction of lithium-ion batteries using LOCO

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1tMVBmOUZUcWFOR1puVGVLXzktTXgteWM1cXd3OHhNWldGWVYwVDF6TktRVy1nb3FHWnRLLXRJN2JZRG83azNxTG05amZnRlNQM3V2TGhNTndEZ09kNWdV?oc=5" target="_blank">Deep learning-based RUL and SOH prediction of lithium-ion batteries using LOCO</a>  <font color="#6f6f6f">Nature</font>

AI/ML enabled smart battery management systems in electric vehicles
Frontierstech

AI/ML enabled smart battery management systems in electric vehicles

<a href="https://news.google.com/rss/articles/CBMirAFBVV95cUxQU2hncXc4RWZteWVWdEFpd2NFYTBUTGpVM0M3VlRwRlA1MDVhY3J2LWlxY2JmaXJRLU9vMS1mMkc5V3NjTkozSmtfMzVyVTZCYTlVYUFLUk5peENyWnRLcTl5LUtHdEhVZ0ZrRHExMVItLUZqOURZdHlvVjNfeUlHSVBHaUJwODNhaDVyc2hBdV9sUllBeXNNZlZFeWhVc3NuRlJ4VlJfeXk4WVNa?oc=5" target="_blank">AI/ML enabled smart battery management systems in electric vehicles</a>  <font color="#6f6f6f">Frontiers</font>

A machine learning–based optimal charging strategy for PV-assisted electric vehicle systems incorporating second-life batteries under degradation constraints
Naturetech

A machine learning–based optimal charging strategy for PV-assisted electric vehicle systems incorporating second-life batteries under degradation constraints

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1PV3EtNFh1U05ydHpYTmMxbW9qQWs0ekpmeGxrNTAzbGtHdUNaOTJwU1Q3SVpTNDVzNnMtdk5VU0JiWmNjaWRaU19WOFlianZyMzFVbW1tb29HcVdrYlJJ?oc=5" target="_blank">A machine learning–based optimal charging strategy for PV-assisted electric vehicle systems incorporating second-life batteries under degradation constraints</a>  <font color="#6f6f6f">Nature</font>

An intelligent cloud-based battery management framework integrating GRU state-of-health estimation and double DQN charging optimisation
Naturescience

An intelligent cloud-based battery management framework integrating GRU state-of-health estimation and double DQN charging optimisation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9pdmJNRnRvazNKbWV1a2tMWmY2bUtFRmZ5dVJlUHk2bThpZm9Ub3NfTmtENnRVMnFfcFNrdnV6M2JpQlhuZXU4WlVWdzRzMlVtaWZiTFROal9iSkQtVmc0?oc=5" target="_blank">An intelligent cloud-based battery management framework integrating GRU state-of-health estimation and double DQN charging optimisation</a>  <font color="#6f6f6f">Nature</font>

Dual-phase optimized deep learning framework for accurate, efficient, and robust battery SoC estimation
Naturegeneral

Dual-phase optimized deep learning framework for accurate, efficient, and robust battery SoC estimation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5aLV9FZHRYd25nMTBwMkpxcklwSTZsb3Z3MHQ1V1NsRld1Tk85VV9YcldkdmJNWlNZR21iTnJCS01tNEQ0c3NEMlJSY3JFZzhGNG1ha2tReEdFZHRhdWdZ?oc=5" target="_blank">Dual-phase optimized deep learning framework for accurate, efficient, and robust battery SoC estimation</a>  <font color="#6f6f6f">Nature</font>

Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health
Naturescience

Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5RalNoWktNdlU3X3FtVXhZQmw5bm82NnJvS2lZQVV5U0RFcG9kVHdkbXlDdDRsVTlCcE1qRkxEY3JfQS1XcGMyMXQ1UXNJcmVNbVRzTUdLdGZjaGdxMlJR?oc=5" target="_blank">Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health</a>  <font color="#6f6f6f">Nature</font>

Early prediction of lithium-ion battery degradation with a generative pre-trained transformer
Naturetech

Early prediction of lithium-ion battery degradation with a generative pre-trained transformer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE13UjcwQWRkYkgwUV9LbmFJLWJnNHdfSVozTHBKNmdELXQteGkxbm9WUUJGOV81YklYVDFHVWVHWjJNWGktMFc5RTdsVW56OXk5SGc5bXBGRWc0dmxBNFQ4?oc=5" target="_blank">Early prediction of lithium-ion battery degradation with a generative pre-trained transformer</a>  <font color="#6f6f6f">Nature</font>

Cycle based state of health estimation of lithium ion cells using deep learning architectures
Naturescience

Cycle based state of health estimation of lithium ion cells using deep learning architectures

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5CTHJVMVdJN1ZWQ1VPVG1TTVN1dnBzVzJMMzNrNXk5SDFPUmktOHNWU1RES1NDa1JXdTczTUpHRWtOT1N3WHdIcWpZa243dVFFQllrdmtReEVmaS1DN1hN?oc=5" target="_blank">Cycle based state of health estimation of lithium ion cells using deep learning architectures</a>  <font color="#6f6f6f">Nature</font>

Adaptive multi-objective optimization of microgrid energy management using deep reinforcement learning considering battery degradation and renewable uncertainty
Naturetech

Adaptive multi-objective optimization of microgrid energy management using deep reinforcement learning considering battery degradation and renewable uncertainty

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBIUFhkZkhPNG5YcmY1Ym1mYzlRLXdaOURhUlhrUkRCeTJ5SHhfSFFORVdvQ2pQelFjRWVRM1NVVjl1OERVbVJvS01YdWF0MDlKek5EM1VaLXFUb2J3amlR?oc=5" target="_blank">Adaptive multi-objective optimization of microgrid energy management using deep reinforcement learning considering battery degradation and renewable uncertainty</a>  <font color="#6f6f6f">Nature</font>

Deep learning based emulator for predicting voltage behaviour in lithium ion batteries
Naturegeneral

Deep learning based emulator for predicting voltage behaviour in lithium ion batteries

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE40TksxYW5MR1FhODJxTlZscUw3SVNqdE9Ua1E0VXc2UFM2TVFvSnBFNkdNYnltd0szVkZPQlcxVXpvT2NWaG4tTlhKdUxDdFhUdlpxSGNiLVZoSjVKX3Bn?oc=5" target="_blank">Deep learning based emulator for predicting voltage behaviour in lithium ion batteries</a>  <font color="#6f6f6f">Nature</font>

Smart Strategies for Improving Electric Vehicle Battery Performance and Efficiency
Naturegeneral

Smart Strategies for Improving Electric Vehicle Battery Performance and Efficiency

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA5U3Y5d0cxMDhxb3REUWNuRTBuR0E4cFROcHAzdTd2U19lT1BuWC1UcXJVRVJEeXUwY2htR3lWbEtOaTkxOFBfdklVUjNUSUtiOHlQZFhMWWlJRlhvM280?oc=5" target="_blank">Smart Strategies for Improving Electric Vehicle Battery Performance and Efficiency</a>  <font color="#6f6f6f">Nature</font>

Deep learning-based segmentation of lithium-ion battery microstructures enhanced by artificially generated electrodes
Naturegeneral

Deep learning-based segmentation of lithium-ion battery microstructures enhanced by artificially generated electrodes

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9maHZhYjU5b0pPRW1TSHRQQnVDbUhhNnNEejFBYl8xOXNPNjh1ZHVpYzBMdXFrLUVxTXY5QzZyZ1VfaVNmMFpRZTkxNWM2M0owd3o1VV9GOUJTaWhESFhv?oc=5" target="_blank">Deep learning-based segmentation of lithium-ion battery microstructures enhanced by artificially generated electrodes</a>  <font color="#6f6f6f">Nature</font>

Thermal fault detection of lithium-ion battery packs through an integrated physics and deep neural network based model
Naturegeneral

Thermal fault detection of lithium-ion battery packs through an integrated physics and deep neural network based model

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBpWVFxZDhZbWM3TXM3VDhtMm9ibHRTOGh2YmhTdnZlRVh2MUJyNXBWQXpZcmg0bGtySHNsSWQyWWNrMmZKS0oxb2Jva0tPWE12TTBXczlIUjdGQzRwa21z?oc=5" target="_blank">Thermal fault detection of lithium-ion battery packs through an integrated physics and deep neural network based model</a>  <font color="#6f6f6f">Nature</font>

A deep learning approach to optimize remaining useful life prediction for Li-ion batteries
Naturetech

A deep learning approach to optimize remaining useful life prediction for Li-ion batteries

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9XZ2lPdEdfSXJ4LVVTSzY5emtYc1NoR3VyanAzMXBHY1BKc3Z5by1pYlloWVB1S1VrUG04dW1ucDE4VWdYSElweE10T1RtdVVKOVB5TVIwSVFlcTFCZzRr?oc=5" target="_blank">A deep learning approach to optimize remaining useful life prediction for Li-ion batteries</a>  <font color="#6f6f6f">Nature</font>

Deep learning based solar forecasting for optimal PV BESS sizing in ultra fast charging stations | Scientific Reports
Naturegeneral

Deep learning based solar forecasting for optimal PV BESS sizing in ultra fast charging stations | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5fTDZaejk4Vmk2Vm9rdDRtUkVqbXVuT0N3d0JkdEFELWJ1N1owV3NTenVKcXpfU1l0VE1rOWJ3c2NYU3JTakV5eEhUQ2oyanRrMVphd1lBMktDbHJpRzcw?oc=5" target="_blank">Deep learning based solar forecasting for optimal PV BESS sizing in ultra fast charging stations | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Smart battery management in EVs using IoT, blockchain, and machine learning
Naturetech

Smart battery management in EVs using IoT, blockchain, and machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE44SnowX2RNYjQ0aG1XaDBiZlJtanRsYzJNbHBBWEVxZEVvNG5iOGlzemp4c19CSTB3bkt4anB5WWxldlY1T1AzUy1SLVJyTDFGMGRJUmx1cl9oUDVrWXhV?oc=5" target="_blank">Smart battery management in EVs using IoT, blockchain, and machine learning</a>  <font color="#6f6f6f">Nature</font>

Machine learning-driven time series analysis for SOH prediction of lithium-ion batteries
Naturegeneral

Machine learning-driven time series analysis for SOH prediction of lithium-ion batteries

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE13MFdERmk0WFNaVXdaaHlBUTdka3BXaDNlb2h4YjFqVjhqXzhTMGdoMmxmeEwwSVI0V2RIUWplR0dkN1NfNzFkRDRVaUlLVXZmVXlVZW1sSlkzZlJYdWFr?oc=5" target="_blank">Machine learning-driven time series analysis for SOH prediction of lithium-ion batteries</a>  <font color="#6f6f6f">Nature</font>

Efficient estimating and clustering lithium-ion batteries with a deep-learning approach
Naturegeneral

Efficient estimating and clustering lithium-ion batteries with a deep-learning approach

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBWdGw3UlZCczE1U0t3Z245R2ZvcDJUUnk4TVM3eEpSSXVOYy1Tdk1DT2JwSFh6UnUtQktlRlNDb0dCSmlMdklncXdZSVlYaXExS2FMQXBGWUJsTDhYdDRj?oc=5" target="_blank">Efficient estimating and clustering lithium-ion batteries with a deep-learning approach</a>  <font color="#6f6f6f">Nature</font>

MetaStackD A robust meta learning based deep ensemble model for prediction of sensors battery life in IoE environment
Naturegeneral

MetaStackD A robust meta learning based deep ensemble model for prediction of sensors battery life in IoE environment

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4td1R6dVF5eW1oZ0pTRHc5RnQ3VVE1XzVNc25zWEFiVVNQUzVTUFJKN2JZRDJGSlV3MTdMUHc5TmVjcXl0d25NUlFfMnoweDhETFY5aGFia0pKVGwzZ3h3?oc=5" target="_blank">MetaStackD A robust meta learning based deep ensemble model for prediction of sensors battery life in IoE environment</a>  <font color="#6f6f6f">Nature</font>

A deep-learning approach to parameter fitting for a lithium metal battery cycling model, validated with experimental cell cycling time series
Naturegeneral

A deep-learning approach to parameter fitting for a lithium metal battery cycling model, validated with experimental cell cycling time series

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5HczduWXRaWGl1eVZ0T0pibHpDTGNIQkVYMUMyRzFZRU1uR3J3b1RQUmVxTjJnZGk3ME95WnlsNk1yNkcxN2VZdzBGVHAwZHgzaGFVWW5jV1B4bXZSX2Fn?oc=5" target="_blank">A deep-learning approach to parameter fitting for a lithium metal battery cycling model, validated with experimental cell cycling time series</a>  <font color="#6f6f6f">Nature</font>

A two-stage deep learning framework for early-stage lifetime prediction for lithium-ion batteries with consideration of features from multiple cycles
Frontiersgeneral

A two-stage deep learning framework for early-stage lifetime prediction for lithium-ion batteries with consideration of features from multiple cycles

<a href="https://news.google.com/rss/articles/CBMimAFBVV95cUxOcThBVWtiaVJxeEJuQUI2MlB5cnpxVUp0RVVidDRMRjQ5M2QwQ3NyaGFTT0djeEhXb0xJTUpHMEV4ejN0NkY2YTk1WTQtYVdNdmZfTXBzZEd2VGo2d2pTRFQyQ1ZXdG1iQ2hlMjBDTkJ4ZzVtNmxqRDZ5dHNpQnRLRWYyNmFKVnl2el9YVUxONHhEaXFnTkR6WA?oc=5" target="_blank">A two-stage deep learning framework for early-stage lifetime prediction for lithium-ion batteries with consideration of features from multiple cycles</a>  <font color="#6f6f6f">Frontiers</font>

Transfer learning-based SOH estimation from partial charging data with polarization-aware modeling
Naturegeneral

Transfer learning-based SOH estimation from partial charging data with polarization-aware modeling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1Nc0pIem9FYzJ1NkRrYVlxLWw5QUJTaFRGZzJWb3N6QWZVY0Z3N2o0WnV5V0liTDhjanppUjhHem14VkdkX1JyYm4tekRWXzdrNFZzZUdvQlNfSmpPOFA0?oc=5" target="_blank">Transfer learning-based SOH estimation from partial charging data with polarization-aware modeling</a>  <font color="#6f6f6f">Nature</font>

Synergizing physics and machine learning for advanced battery management
Naturegeneral

Synergizing physics and machine learning for advanced battery management

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9jMm1xMGdqX09kSkI1eFdRMjhreV90RVE1QlRxcXJVbkRtRVFwSDhHLVNuR3RITTNPV2hBQ1FXZi1DbmdCbjh1dzcxbXRGQmk5SmhhM1VpWEcyUXlZYWlF?oc=5" target="_blank">Synergizing physics and machine learning for advanced battery management</a>  <font color="#6f6f6f">Nature</font>

Machine learning-based approach for reduction of energy consumption in hybrid energy storage electric vehicle
Naturegeneral

Machine learning-based approach for reduction of energy consumption in hybrid energy storage electric vehicle

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFB4TVJRU1V3YWxRLXF6OW9qemtaeHphZFpaa1hCOTNnUF9KSjdrU0trVnB1MlhncEl4Vkp6M1VjRTVsejJQcEg3NWhVYjdOSGhScjZqR3VmeDJPOGlVSjNZ?oc=5" target="_blank">Machine learning-based approach for reduction of energy consumption in hybrid energy storage electric vehicle</a>  <font color="#6f6f6f">Nature</font>

Realistic fault detection of li-ion battery via dynamical deep learning
Naturegeneral

Realistic fault detection of li-ion battery via dynamical deep learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5IaGVUazZnUUFBV2l3SWZ3YTJEbFlXa2VkSGlIaGhyRXRzOWg4R3FPd2F4ZS1UOFdIaVN5UFU0eXFjZHVXb2N5Qzd6V1htQ3IyWmpRZVBfQ01SMjRnNnkw?oc=5" target="_blank">Realistic fault detection of li-ion battery via dynamical deep learning</a>  <font color="#6f6f6f">Nature</font>

Deep learning to estimate lithium-ion battery state of health without additional degradation experiments
Naturescience

Deep learning to estimate lithium-ion battery state of health without additional degradation experiments

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9wdk9iS1VzWFlHZzhvbmU2SXBiLXJvVzZaS0hSUklmS29sYU1IWnRnQTdoRWpWdkNMVnJvUlZna00zdnRzNU5uWGg5RDBlRkVWRFdyR3I4Z2w1SkVCYzdz?oc=5" target="_blank">Deep learning to estimate lithium-ion battery state of health without additional degradation experiments</a>  <font color="#6f6f6f">Nature</font>

Deep learning based optimal energy management for photovoltaic and battery energy storage integrated home micro-grid system
Naturetech

Deep learning based optimal energy management for photovoltaic and battery energy storage integrated home micro-grid system

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE12YUFxbTRMUjl2bGdLZHQ4VkY1am9TWVJLY0Mwa1lCYmR3SEI2NHY2UVROdXZPYy1rTUMyTkhyYmxuU2Fudm9GYVhkUHozWXVDMEJZaFZNVHdKb2pLTmRv?oc=5" target="_blank">Deep learning based optimal energy management for photovoltaic and battery energy storage integrated home micro-grid system</a>  <font color="#6f6f6f">Nature</font>

Multi-modal framework for battery state of health evaluation using open-source electric vehicle data
Naturescience

Multi-modal framework for battery state of health evaluation using open-source electric vehicle data

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9PMXpNSVUwdEdUNUlJTnBuc2dnWU5jMl90Qk9HM2pXWjRZZ3BRZmNaZVlyVGxPa3Qtbk9jbEtCYTRHZ0xZVU9Obk5xREpfU1Vkc0dubEp6aDg1R08xQm5V?oc=5" target="_blank">Multi-modal framework for battery state of health evaluation using open-source electric vehicle data</a>  <font color="#6f6f6f">Nature</font>

Physics-informed neural network for lithium-ion battery degradation stable modeling and prognosis
Naturegeneral

Physics-informed neural network for lithium-ion battery degradation stable modeling and prognosis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5TcVN0QTFPMlhILVhJd05jbnNnSEl1Z0ZiOTA1ZFpFdUVvWENteFk0MFcyR1o3anNXVldrM0FlWWRHQ2NqMHFuSE5IajJ1TGdoSVNlMlVsdWN6aDBaT0k0?oc=5" target="_blank">Physics-informed neural network for lithium-ion battery degradation stable modeling and prognosis</a>  <font color="#6f6f6f">Nature</font>

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