Linfeng Zheng

Linfeng Zheng

Jinan University

H-index: 14

Asia-China

About Linfeng Zheng

Linfeng Zheng, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Jinan University, specializes in the field of Battery management, embedded system, modelling and simulation, observer techniques, supercapacitor.

His recent articles reflect a diverse array of research interests and contributions to the field:

A comparative investigation on peak current solution methods for lithium-ion battery peak power capability prediction

A Comprehensive Review About Machine Learning For Battery Packs Remaining Useful Life Prediction

Comparative Study on Incremental Capacity Analysis with Machine Learning Algorithms for State of Health Estimation of Lithium-Ion Batteries

State of Charge Estimation of Lithium-Ion Batteries Based on Back Propagation-Particle Swarm Optimization

Remaining useful life prediction of lithium-ion batteries by using a denoising transformer-based neural network

Robustness enhanced capacity estimation method for lithium-ion batteries based on multi-voltage-interval incremental capacity peaks

Optimized Training Options of a Deep Learning Model for Lithium-Ion Battery State of Charge Estimation

State of power capability prediction of lithium-ion battery from the perspective of electrochemical mechanisms considering temperature effect

Linfeng Zheng Information

University

Position

___

Citations(all)

1018

Citations(since 2020)

875

Cited By

472

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

18

i10Index(since 2020)

15

Email

University Profile Page

Jinan University

Google Scholar

View Google Scholar Profile

Linfeng Zheng Skills & Research Interests

Battery management

embedded system

modelling and simulation

observer techniques

supercapacitor

Top articles of Linfeng Zheng

Title

Journal

Author(s)

Publication Date

A comparative investigation on peak current solution methods for lithium-ion battery peak power capability prediction

IEEE Transactions on Energy Conversion

Xiaodong Sun

Yunfei Cao

Linfeng Zheng

Jufeng Yang

Naixi Xu

...

2023/9

A Comprehensive Review About Machine Learning For Battery Packs Remaining Useful Life Prediction

Yunlong Han

Gang Lei

Li Li

Linfeng Zheng

2023/11/20

Comparative Study on Incremental Capacity Analysis with Machine Learning Algorithms for State of Health Estimation of Lithium-Ion Batteries

Linfeng Zheng

Xianli Guo

2023/11/20

State of Charge Estimation of Lithium-Ion Batteries Based on Back Propagation-Particle Swarm Optimization

Bozhao Zhang

Bin Gou

Yanzhang Xu

Zongshuo Yue

2023/7/7

Remaining useful life prediction of lithium-ion batteries by using a denoising transformer-based neural network

IEEE Transactions on Transportation Electrification

Niankai Yang

Heath Hofmann

Jing Sun

Ziyou Song

2023/10/12

Robustness enhanced capacity estimation method for lithium-ion batteries based on multi-voltage-interval incremental capacity peaks

Frontiers in Energy Research

Xianli Guo

Binxiang Xu

Linfeng Zheng

Jing Xu

2023/6/6

Optimized Training Options of a Deep Learning Model for Lithium-Ion Battery State of Charge Estimation

Yuyue Li

Ping Ding

Linfeng Zheng

2023/11/20

State of power capability prediction of lithium-ion battery from the perspective of electrochemical mechanisms considering temperature effect

IEEE Transactions on Transportation Electrification

Xiaodong Sun

Naixi Xu

Qi Chen

Jufeng Yang

Jianguo Zhu

...

2023/6

Joint estimation of state-of-health and state-of-charge for lithium-ion battery based on electrochemical model optimized by neural network

IEEE Journal of Emerging and Selected Topics in Industrial Electronics

Xiaodong Sun

Qi Chen

Linfeng Zheng

Jufeng Yang

2023/1

Data Analysis and visualization platform design for batteries using Flask-based Python Web Service

World Electric Vehicle Journal

Zuyi Liang

Zongwei Liang

Yubin Zheng

Beichen Liang

Linfeng Zheng

2021/10/14

An effective method for estimating state of charge of lithium-ion batteries based on an electrochemical model and nernst equation

Ieee Access

Lihua Liu

Jianguo Zhu

Linfeng Zheng

2020/11/23

See List of Professors in Linfeng Zheng University(Jinan University)