Concepedia

Fengwei Liang

FL

Statistics

Publications

17

Citations

586

H-Index

12

Active since

2022

Affiliations

University of Science and Technology Beijing(Current)

Guangdong Shunde Innovative Design Institute

Beijing Institute of Technology

Jilin University

China North Industries Group Corporation (China)

Fengwei Liang is an author at University of Science and Technology Beijing specializing in engineering, electrical engineering, and machine learning.

Top concepts

EngineeringElectrical EngineeringMachine LearningEnergy StoragePredictive AnalyticsData ScienceSystems EngineeringBatteriesBiostatisticsDeep Learning

Publications per year

2022–2025

17

Publications

17

Multi- forword-step state of charge prediction for real-world electric vehicles battery systems using a novel LSTM-GRU hybrid neural network

Jichao Hong, Fengwei Liang, Haixu Yang et al. · eTransportation · 2024 · 86 citations

Electrical Engineering, Recurrent Neural Network, Engineering +10

A novel battery SOC estimation method based on random search optimized LSTM neural network

Xuqing Chai, Shihao Li, Fengwei Liang · Energy · 2024 · 81 citations

Lstm Neural Network, Electrical Engineering, Engineering +5

A novel state of health prediction method for battery system in real-world vehicles based on gated recurrent unit neural networks

Jichao Hong, Kerui Li, Fengwei Liang et al. · Energy · 2023 · 80 citations

Engineering, Novel State, Machine Learning +6

Research progress, trends and prospects of big data technology for new energy power and energy storage system

Jichao Hong, Fengwei Liang, Haixu Yang · Energy Reviews · 2023 · 48 citations · Full text

Review on proton exchange membrane fuel cells: Safety analysis and fault diagnosis

Jichao Hong, Jingsong Yang, Zhipeng Weng et al. · Journal of Power Sources · 2024 · 43 citations

Fault Diagnosis, Chemical Engineering, Electrical Engineering +7

Rows per page

1–5 of 17