Author Page for yifei zhou

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Based On Improved Grey Wolf Optimization Algorithm-Deep Extreme Learning Machine Algorithm

Number of pages: 33 Posted: 21 Jun 2023

yifei zhou, Shunli Wang, Yanxin Xie, Xianfeng Shen 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 118 (630,858)

Citation 12

Abstract:

2.

Remaining Useful Life Prediction and State of Health Diagnosis Of Lithium-Ion Batteries with Multiscale Health Features Based on Optimized Catboost Algorithm

Number of pages: 37 Posted: 18 Jan 2024

yifei zhou, Shunli Wang, Jiawei Zeng, 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 98 (699,467)

Citation 3

Abstract:

3.

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

Downloads 63 (933,592)

2

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

Number of pages: 26 Posted: 29 Feb 2024

yifei zhou, Shunli Wang, Yanxin Xie and Carlos Fernandez

Southwest University of Science and Technology, Southwest University of Science and Technology, Southwest University of Science and Technology and Robert Gordon University

Downloads 40 (1,210,354)

Abstract:

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

Number of pages: 26 Posted: 15 Jan 2024

yifei zhou, Shunli Wang, Jiawei Zeng, 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 23 (1,459,262)

Abstract:

4.

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

Downloads 49 (1,086,013)

Citation 1

2

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 26 (1,430,393)

Citation 1

Abstract:

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: 30 Jul 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 23 (1,459,262)

Abstract:

5.

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 45 (1,121,190)

Citation 1

Abstract:

6.

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 31 (1,304,549)

Abstract:

7.

Remaining Useful Life Prediction and State of Health Diagnosis of Lithium-Ion Batteries with Multiscale Health Features Based on Optimized Catboost Algorithm

Number of pages: 36 Posted: 22 Feb 2024

yifei zhou, Shunli Wang, Yanxin Xie, Jiawei Zeng 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 25 (1,399,036)

Citation 2

yifei zhou

Southwest University of Science and Technology

7

429

19

Scholarly Papers (7)

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Based On Improved Grey Wolf Optimization Algorithm-Deep Extreme Learning Machine Algorithm

Abstract:

Remaining Useful Life Prediction and State of Health Diagnosis Of Lithium-Ion Batteries with Multiscale Health Features Based on Optimized Catboost Algorithm

Abstract:

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

Abstract:

SOC Estimation of Lithium-Ion Battery Based on Optimized Bidirectional Long Short Term Memory-Multilayer Perceptron Hybrid Model at Multi-Temperature Ranges

Abstract:

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

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

Abstract:

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

Abstract:

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

Abstract:

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

Abstract:

Remaining Useful Life Prediction and State of Health Diagnosis of Lithium-Ion Batteries with Multiscale Health Features Based on Optimized Catboost Algorithm

Abstract: