Author

Hengjie Hu

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Open access Jul 2026

A Whale Optimization Algorithm-Enhanced CNN–TCN Model with Temporal Attention for Lithium-Ion Battery State-of-Health Estimation

A Whale Optimization Algorithm (WOA)-optimized Convolutional Neural Network (CNN)–Temporal Convolutional Network (TCN)–Temporal Pattern Attention (TPA) framework for lithium-ion battery SOH estimation, achieving higher estimation accuracy and stability.

Hao-Long Yang, Hengjie Hu, Chao Jiang et al. · Energies · 0 citations