China
Jilin University (JLU)
Lithium-ion battery, State of health, Single aging feature, Knee-point, Improved Whale Optimization Algorithm, Bi-directional Long Short-Term Memory
Solid-state lithium-ion battery, remaining useful life prediction, Health indicators derivation, Knowledge distillation, Improved sparrow search algorithm.
Fuel cell system, Integrated management strategy, energy efficiency, Nearly optimal operation points, Contraction-based control
remaining useful life, Improved ant lion optimizer, F kernel, Improved ant lion optimizer F-distribution particle filter, Lithium-ion batteries
Energy management strategy, Variable horizon velocity prediction, Power source durability, Fuel cell hybrid electric vehicle, Pontryagin's minimal principle.
Connected and automated vehicle, Energy management, Battery thermal management, Reference trajectory planning, Learning-based MPC
Integrated thermal management system, Economic nonlinear model predictive control, Battery degradation, Multi-prediction horizon, Economy analysis, Connected and automated electric vehicle
FC system, HI extraction, prognostic-based EMS, operation parameters optimization, performance degradation mitigation
Quasi-predictive optimization, entropy-guided scheduling, adaptive window control, thermal management system (TMS), electric vehicle (EV)
Lithium-ion BatteryCapacity FadeData Space CompressionSlime Mould AlgorithmImproved SupportVector Regression
Lithium-ion batteries, State of health (SOH), Improved war optimizationalgorithm, Variational autoencoder (VAE), Consolidated memory long short-term memoryneural network (CMLSTM), Multi-task estimation
Lithium-ion batteries, State of health (SOH), Improved war optimization algorithm, Variational autoencoder (VAE), Consolidated memory long short-term memory neural network (CMLSTM), Multi-task estimation
Fuel cell electric vehicles, Energy management strategy, PEMFC operatingtemperature optimization, ECSA degradation modeling, multi-agent deepreinforcement learning
