Renjun Feng

Southwest University of Science and Technology

China

  • Southwest University of Science and Technology

SCHOLARLY PAPERS

3

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56

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

An Enhanced Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model for Lithium-Ion Battery State of Charge Estimation at Multi-Temperature Ranges

Downloads 16 (1,012,271)
Citation 1

An Enhanced Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model for Lithium-Ion Battery State of Charge Estimation at Multi-Temperature Ranges

Number of pages: 33 Posted: 25 Jul 2024
yifei zhou, Shunli Wang, Yanxin Xie, Renjun Feng and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 16 (1,244,914)
Citation 1

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state of charge, lithium-ion battery, BiLSTM, multiple perceptrons, particle swarm optimization algorithm, genetic algorithm

2.

Battery Pack Capacity Estimation Based on Improved Cooperative Co-Evolutionary Strategy and Lightgbm Hybrid Models Using Indirect Health Features

Number of pages: 36 Posted: 03 Sep 2024
yifei zhou, Shunli Wang, Zhehao Li, Renjun Feng and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 21 (1,142,107)

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lithium-ion battery pack, capacity estimation, Health feature extraction, cooperative co-evolutionary algorithm, LightGBM

3.

Multi-Temperature Capable Enhanced Bidirectional Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model For Lithium-Ion Battery SOC Estimation

Number of pages: 33 Posted: 09 Aug 2024
yifei zhou, Shunli Wang, Renjun Feng, Yanxin Xie and Carlos Fernandez
Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University
Downloads 19 (1,166,936)

Abstract:

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State of charge, lithium-ion battery, BiLSTM, multiple perceptrons, particle swarm optimization algorithm, Genetic algorithm