Peng Liu

Fault and defect diagnosis of battery for electric vehicles based on big data analysis methods

Yang Zhao, Peng Liu, Zhenpo Wang et al. · Applied Energy · 2017 · 364 citations

Fault Diagnosis, Electrical Engineering, Engineering +13

Battery Fault Diagnosis for Electric Vehicles Based on Voltage Abnormality by Combining the Long Short-Term Memory Neural Network and the Equivalent Circuit Model

Da Li, Zhaosheng Zhang, Peng Liu et al. · IEEE Transactions on Power Electronics · 2020 · 313 citations

Accurate Fault Diagnosis, Fault Diagnosis, Engineering +16

Energy consumption analysis and prediction of electric vehicles based on real-world driving data

Jin Zhang, Zhenpo Wang, Peng Liu et al. · Applied Energy · 2020 · 289 citations

Engineering, Data Science, Smart Grid +10

Battery Aging Assessment for Real-World Electric Buses Based on Incremental Capacity Analysis and Radial Basis Function Neural Network

Chengqi She, Zhenpo Wang, Fengchun Sun et al. · IEEE Transactions on Industrial Informatics · 2019 · 265 citations

Power Engineering, Engineering, Life Prediction +21

A Novel Consistency Evaluation Method for Series-Connected Battery Systems Based on Real-World Operation Data

Qiushi Wang, Zhenpo Wang, Lei Zhang et al. · IEEE Transactions on Transportation Electrification · 2020 · 200 citations

Engineering, Power Grid Operation, Home Energy Storage +16