Litao Zhou

A Battery Capacity Estimation Framework Combining Hybrid Deep Neural Network and Regional Capacity Calculation Based on Real-World Operating Data

Qiushi Wang, Zhenpo Wang, Lei Zhang et al. · IEEE Transactions on Industrial Electronics · 2022 · 96 citations

Convolutional Neural Network, Engineering, Energy Efficiency +18

State-of-Health Estimation for LiFePO₄ Battery System on Real-World Electric Vehicles Considering Aging Stage

Litao Zhou, Yang Zhao, Da Li et al. · IEEE Transactions on Transportation Electrification · 2021 · 51 citations

Data-driven battery state-of-health estimation and prediction using IC based features and coupled model

Litao Zhou, Zhaosheng Zhang, Peng Liu et al. · Journal of Energy Storage · 2023 · 37 citations

Electric Battery, Engineering, Data Science +9

Battery Safety Risk Assessment in Real-World Electric Vehicles Based on Abnormal Internal Resistance Using Proposed Robust Estimation Method and Hybrid Neural Networks

Da Li, Junjun Deng, Zhaosheng Zhang et al. · IEEE Transactions on Power Electronics · 2023 · 26 citations

Engineering, Machine Learning, Hybrid Electric Vehicle +17

A multi-step fast charging-based battery capacity estimation framework of real-world electric vehicles

Dayu Zhang, Zhenpo Wang, Peng Liu et al. · Energy · 2024 · 24 citations

Electrical Engineering, Engineering, Smart Grid +8