Penghua Li

State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network

Penghua Li, Zijian Zhang, Qingyu Xiong et al. · Journal of Power Sources · 2020 · 430 citations

Electric Battery, Electrical Engineering, Engineering +15

Data-Driven Battery State of Health Estimation Based on Random Partial Charging Data

Zhongwei Deng, Penghua Li, Xianke Lin et al. · IEEE Transactions on Power Electronics · 2021 · 294 citations

State Estimation, Electric Battery, Engineering +13

A novel state-of-health estimation for the lithium-ion battery using a convolutional neural network and transformer model

Xinyu Gu, Khay Wai See, Penghua Li et al. · Energy · 2022 · 287 citations

Electric Battery, Electrical Engineering, Convolutional Neural Network +8

An end-to-end neural network framework for state-of-health estimation and remaining useful life prediction of electric vehicle lithium batteries

Penghua Li, Zijian Zhang, Radu Grosu et al. · Renewable and Sustainable Energy Reviews · 2021 · 222 citations

Engineering, Machine Learning, Data Science +12

A new SOH estimation method for Lithium-ion batteries based on model-data-fusion

Liping Chen, Siqiang Xie, António M. Lopes et al. · Energy · 2023 · 162 citations

State Estimation, Electric Battery, Engineering +7