AI-driven predictive energy storage management for electric vehicle battery systems using a hybrid PSO–RNN framework
Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy
Published online on July 27, 2026
Abstract
Proceedings of the Institution of Mechanical Engineers, Part A: Journal of Power and Energy, Ahead of Print.
To enhance the performance, lifespan, and reliability of lithium-ion battery packs in Electric Vehicles (EVs), this paper proposes an adaptive predictive Battery Management System (BMS) based on a hybrid Particle Swarm Optimization–Recurrent Neural ...
To enhance the performance, lifespan, and reliability of lithium-ion battery packs in Electric Vehicles (EVs), this paper proposes an adaptive predictive Battery Management System (BMS) based on a hybrid Particle Swarm Optimization–Recurrent Neural ...