Advanced data-driven fault diagnosis in lithium-ion battery management systems for electric vehicles: Progress, challenges, and future perspectives
Hazards in electric vehicles (EVs) often stem from lithium-ion battery (LIB) packs during
operation, aging, or charging. Robust early fault diagnosis algorithms are essential for …
operation, aging, or charging. Robust early fault diagnosis algorithms are essential for …
Energy management strategies in distribution system integrating electric vehicle and battery energy storage system: A review
The electricity sector is witnessing a rise in renewable energy sources and the widespread
adoption of electric vehicles, posing new challenges for distribution system. Additionally, the …
adoption of electric vehicles, posing new challenges for distribution system. Additionally, the …
A Hyperparameter-Tuned LSTM Technique-Based Battery Remaining Useful Life Estimation Considering Incremental Capacity Curves
In recent years, battery degradation has become a critical concern in various industries,
including electric vehicles, renewable energy systems, and portable electronics. To address …
including electric vehicles, renewable energy systems, and portable electronics. To address …
Optimally Tuned Gated Recurrent Unit Neural Network-based State of Health Estimation Scheme for Lithium Ion Batteries
The rapid advancements in electric vehicle technology have elevated the lithium-ion battery
to the forefront as the paramount energy storage solution. The battery's health tends to …
to the forefront as the paramount energy storage solution. The battery's health tends to …