Cover Image

Lifelong reinforcement learning for health-aware fast charging of lithium-ion batteries

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yuan, Meng, Zou, Changfu
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Model-free fast charging of lithium-ion batteries by online gradient descent
by: Taghavian, Hamed, et al.
Published: (2024)

Robust Model Predictive Control of Fast Lithium-ion Battery Pretreatment for Safe Recycling
by: Yuan, Meng, et al.
Published: (2025)

Hybrid low-dimensional limiting state of charge estimator for multi-cell lithium-ion batteries
by: Khalil, Mira, et al.
Published: (2024)

Incremental capacity-based multi-feature fusion model for predicting state-of-health of lithium-ion batteries
by: Jia, Chenyu, et al.
Published: (2025)

Learning Li-ion battery health and degradation modes from data with aging-aware circuit models
by: Zhou, Zihao, et al.
Published: (2024)

Opportunities for real-time process control of electrode properties in lithium-ion battery manufacturing
by: Hallemans, Noël, et al.
Published: (2025)

Deep reinforcement learning-based joint real-time energy scheduling for green buildings with heterogeneous battery energy storage devices
by: Liu, Chi, et al.
Published: (2025)

Reinforcement Learning-based Home Energy Management with Heterogeneous Batteries and Stochastic EV Behaviour
by: Yuan, Meng, et al.
Published: (2026)

Combined film and pulse heating of lithium ion batteries to improve performance in low ambient temperature
by: Hailemichael, Habtamu, et al.
Published: (2024)

State of health prediction of lithium-ion batteries for driving conditions based on full parameter domain sparrow search algorithm and dual-module bidirectional gated recurrent unit
by: Wen, Jie, et al.
Published: (2025)

Robust and learning-augmented algorithms for degradation-aware battery optimization
by: Umenberger, Jack, et al.
Published: (2026)

Domain knowledge-guided machine learning framework for state of health estimation in Lithium-ion batteries
by: Lanubile, Andrea, et al.
Published: (2024)

A virtual sensor fusion approach for state of charge estimation of lithium-ion cells
by: Previtali, Davide, et al.
Published: (2025)

Plug-in Hybrid Electric Vehicle Energy Management with Clutch Engagement Control via Continuous-Discrete Reinforcement Learning
by: Gong, Changfu, et al.
Published: (2023)

Electrical Load Forecasting Model Using Hybrid LSTM Neural Networks with Online Correction
by: Lu, Nan, et al.
Published: (2024)

Online Aging-Aware Energy Optimization for Vehicle-Home-Grid Integration
by: Popolizio, Francesco, et al.
Published: (2025)

Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data
by: Schaeffer, Joachim, et al.
Published: (2024)

Accuracy and robust early detection of short-circuit faults in single-cell lithium battery
by: Zhang, Chengzhong, et al.
Published: (2024)

A multi-scale lithium-ion battery capacity prediction using mixture of experts and patch-based MLP
by: Lei, Yuzhu, et al.
Published: (2025)

Smart Sensing Breaks the Accuracy Barrier in Battery State Monitoring
by: Bian, Xiaolei, et al.
Published: (2025)

A Unified Model for Active Battery Equalization Systems
by: Ouyang, Quan, et al.
Published: (2024)

Joint operation of a fast-charging EV hub with a stand-alone independent battery storage system under fairness considerations
by: Paudel, Diwas, et al.
Published: (2024)

Thermal Modelling of Battery Cells for Optimal Tab and Surface Cooling Control
by: Peprah, Godwin K., et al.
Published: (2024)

Online Energy Management for Bidirectional EV Charging with Rooftop PV: An Aging-Aware MPC Approach
by: Popolizio, Francesco, et al.
Published: (2026)

Driving behavior-guided battery health monitoring for electric vehicles using machine learning
by: Jiang, Nanhua, et al.
Published: (2023)

Finite-volume method and observability analysis for core-shell enhanced single particle model for lithium iron phosphate batteries
by: Xu, Le, et al.
Published: (2024)

Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data -- Part A: Storage operation
by: M., Lucu, et al.
Published: (2026)

Data-driven nonparametric Li-ion battery ageing model aiming at learning from real operation data -- Part B: Cycling operation
by: M., Lucu, et al.
Published: (2026)

On learning racing policies with reinforcement learning
by: Czechmanowski, Grzegorz, et al.
Published: (2025)

Pseudo-random sequences for low-cost operando impedance measurements of Li-ion batteries
by: Sihvo, Jussi, et al.
Published: (2025)

Diagnostic-free onboard battery health assessment
by: Che, Yunhong, et al.
Published: (2025)

Off-grid solar energy storage system with lithium iron phosphate (LFP) batteries in high mountains: a case report of Tianchi Lodge in Taiwan
by: Chung, Hsien-Ching
Published: (2025)

Enhanced lithium‐ion battery state‐of‐charge estimation for Electric Vehicles using the AOA‐DNN approach
by: Kokilavani Thangaraj, et al.
Published: (2024)

Optimal Voltage Regulation of Unbalanced Distribution Networks with Coordination of OLTC and PV Generation
by: Li, Changfu, et al.
Published: (2019)

Predictive reinforcement learning based adaptive PID controller
by: Ma, Chaoqun, et al.
Published: (2025)

Probabilistically safe and efficient model-based reinforcement learning
by: Airaldi, Filippo, et al.
Published: (2025)

Scalable spectral representations for multi-agent reinforcement learning in network MDPs
by: Ren, Zhaolin, et al.
Published: (2024)

Compositional shield synthesis for safe reinforcement learning in partial observability
by: Carr, Steven, et al.
Published: (2025)

Lyapunov-based reinforcement learning for distributed control with stability guarantee
by: Yao, Jingshi, et al.
Published: (2024)

Enhancing reinforcement learning for population setpoint tracking in co-cultures
by: Espinel-Ríos, Sebastián, et al.
Published: (2024)