3 papers
cs.LG2025
Optimal Signal Decomposition-based Multi-Stage Learning for Battery Health Estimation
Vijay Babu Pamshetti, Wei Zhang, King Jet Tseng +2
Battery health estimation is fundamental to ensure battery safety and reduce cost. However, achieving accurate estimation has been challenging due to the batteries' complex nonline…
cs.LG2024
Practical Battery Health Monitoring using Uncertainty-Aware Bayesian Neural Network
Yunyi Zhao, Zhang Wei, Qingyu Yan +3
Battery health monitoring and prediction are critically important in the era of electric mobility with a huge impact on safety, sustainability, and economic aspects. Existing resea…
cs.CE2024
BatSort: Enhanced Battery Classification with Transfer Learning for Battery Sorting and Recycling
Yunyi Zhao, Wei Zhang, Erhai Hu +4
Battery recycling is a critical process for minimizing environmental harm and resource waste for used batteries. However, it is challenging, largely because sorting batteries is co…