Jianfang Jia

SOH and RUL Prediction of Lithium-Ion Batteries Based on Gaussian Process Regression with Indirect Health Indicators

Jianfang Jia, Jianyu Liang, Yuanhao Shi et al. · Energies · 2020 · 213 citations · Full text

Engineering, Life Prediction, Data Science +18

A Lithium-ion Battery RUL Prediction Method Considering the Capacity Regeneration Phenomenon

Xiaoqiong Pang, Rui Huang, Jie Wen et al. · Energies · 2019 · 112 citations · Full text

Engineering, Machine Learning, Battery Health Management +18

A lithium-ion battery remaining useful life prediction method based on the incremental capacity analysis and Gaussian process regression

Xiaoqiong Pang, Xiaoyan Liu, Jianfang Jia et al. · Microelectronics Reliability · 2021 · 109 citations

Gaussian Process Regression, Electric Battery, Electrical Engineering +13

State of health prediction of lithium-ion batteries based on bidirectional gated recurrent unit and transformer

Chenyu Jia, Yukai Tian, Yuanhao Shi et al. · Energy · 2023 · 96 citations · Full text

Sensitivity analysis and robust experimental design of a signal transduction pathway system

Hong Yue, Martin Brown, Fei He et al. · International Journal of Chemical Kinetics · 2008 · 76 citations

Engineering, Signal Recognition, Molecular Biology +23