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Q
Qiao Zhu
southwest jiaotong university
21
H-index
71
Paper Count
1.8K
Citation Count
0
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Published Papers
40
Publication Date
Publication Date
Impact Factor
Citations
Multi-indicator parameter prioritization in full-cell PEM water electrolyzers considering mechanical–thermal–electrochemical coupling
Journal of Power Sources
IF
7.9
2026-07-29
0
PRE
AI
Zilong Yang; Yipeng Li; Yusheng Dai; Weiqun Liu; Hongkun Li; Qiao Zhu
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Surrogate-free deep reinforcement learning for multiphysics geometric optimization of PEM water electrolyzers
Fuel
IF
7.5
2026-07-23
0
PRE
AI
Zilong Yang; Yipeng Li; Jin Yang; Haoran Sun; Weiqun Liu; Hongkun Li; Qiao Zhu
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Enhanced performance of large-scale proton exchange membrane electrolyzers through a novel serpentine-point combined flow field design based on “3D+1D” modeling framework
Applied Energy
IF
11
2026-04-24
0
PRE
AI
Yipeng Li; Ming Chen; Haoran Sun; Weiqun Liu; Hongkun Li; Jin Yang; Qiao Zhu
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A novel integrated strategy for coordinated optimization of energy management and air supply control based on multi-agent reinforcement learning for fuel cell hybrid electric vehicle
Applied Energy
IF
11
2026-03-04
0
PRE
AI
Haoqin Hu; Fujian Liu; Weiqun Liu; Hongkun Li; Qiao Zhu
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Optimization of electrolyte and cathode thickness for solid oxide electrolysis cells considering residual stresses and thermal–electrical–chemical–mechanical coupling-induced stresses
Applied Energy
IF
11
2025-12-22
0
OA
AI
Futai Peng; Hongkun Li; Weiqun Liu; Qiao Zhu
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Deep Deterministic Policy Gradient-based optimization of energy management strategy for hydrogen production systems
Energy
IF
9.4
2025-12-01
0
PRE
AI
Guangwei Lin; Jin Yang; Haoran Sun; Hongkun Li; Weiqun Liu; Qiao Zhu
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Multiphysics modeling and deep learning-driven multi-objective optimization of the oxygen electrode microstructure in solid oxide electrolysis cell considering oxygen distribution uniformity and residual stress-induced failure
Energy Conversion and Management
IF
10.9
2025-10-14
0
PRE
AI
Futai Peng; Hongkun Li; Weiqun Liu; Qiao Zhu
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Modeling and failure analysis of oxygen partial pressure characteristics in solid oxide electrolysis cells considering La2Zr2O7,SrZrO3 internal precipitation induced delamination and crack propagation phenomena at oxygen electrode/electrolyte interface
International Journal of Hydrogen Energy
IF
8.3
2025-10-10
0
PRE
AI
Futai Peng; Hongkun Li; Weiqun Liu; Qiao Zhu
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Integrating multiphysics modeling and machine learning for enhanced efficiency and thermal management in PEM water electrolyzer systems
Applied Energy
IF
11
2025-08-26
0
PRE
AI
Zilong Yang; Jin Yang; Haoran Sun; Weiqun Liu; Hongkun Li; Qiao Zhu
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Double-activation neural network for solving parabolic equations with time delay
NEUROCOMPUTING
IF
6.5
2025-06-01
0
PRE
AI
Huang, Qiumei; Zhu, Qiao
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A novel state of charge estimation method for LiFePO4 battery based on combined modeling of physical model and machine learning model
JOURNAL OF ENERGY STORAGE
IF
9.8
2025-04-01
1
PRE
AI
Chen, Junxiong; Li, Kai; Liu, Weiqun; Yin, Cong; Zhu, Qiao; Tang, Hao
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Optimizing of electrolyte thickness for solid oxide electrolytic cell considering current leakage and internal oxygen partial pressure at the oxygen electrode/electrolyte interface
JOURNAL OF ENERGY STORAGE
IF
9.8
2025-04-01
0
PRE
AI
Peng, Futai; Li, Hongkun; Liu, Weiqun; Zhu, Qiao
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Highly Accurate Simplification of Physics-Based Electrochemical Model of All-Solid-State Battery for Online State of Charge Estimation
JOURNAL OF THE ELECTROCHEMICAL SOCIETY
IF
3.3
2024-12-30
0
OA
AI
Chen, Shiyuan; Li, Hongkun; Zheng, Weidong; Zhu, Qiao
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Optimizing efficiency of proton exchange membrane electrolyzer system based on multiphysics model and differential evolution strategy
JOURNAL OF POWER SOURCES
IF
7.9
2024-11-01
1
PRE
AI
Zhu, Qiao; Cheng, Weisong; Yang, Jin; Sun, Haoran; Liu, Weiqun; Li, Hongkun
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A novel battery health indicator and PSO-LSSVR for LiFePO4 battery SOH estimation during constant current charging
ENERGY
IF
9.4
2023-11-01
17
PRE
AI
Chen, Junxiong; Hu, Yuanjiang; Zhu, Qiao; Rashid, Haroon; Li, Hongkun
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Decoupled and modularized battery equalization circuit for equalization overlap issue
JOURNAL OF ENERGY STORAGE
IF
9.8
2023-11-01
2
PRE
AI
Zhao, Zixiang; Liu, Weiqun; Hua, Chunrong; Zhu, Qiao; Yuan, Yanping
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SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output
ENERGY
IF
9.4
2023-01-01
105
PRE
AI
Chen, Junxiong; Zhang, Yu; Wu, Ji; Cheng, Weisong; Zhu, Qiao
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State of charge estimation for lithium-ion batteries using gated recurrent unit recurrent neural network and adaptive Kalman filter
JOURNAL OF ENERGY STORAGE
IF
9.8
2022-11-01
44
PRE
AI
Chen, Junxiong; Zhang, Yu; Li, Wenjiang; Cheng, Weisong; Zhu, Qiao
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State of health estimation of lithium-ion batteries using Autoencoders and Ensemble Learning
JOURNAL OF ENERGY STORAGE
IF
9.8
2022-11-01
20
PRE
AI
Wu, Ji; Chen, Junxiong; Feng, Xiong; Xiang, Haitao; Zhu, Qiao
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State of charge estimation of Lithium-ion battery using an improved fractional-order extended Kalman filter
JOURNAL OF ENERGY STORAGE
IF
9.8
2022-05-01
34
PRE
AI
Solomon, Oluwole Olalekan; Zheng, Wei; Chen, Junxiong; Qiao, Zhu
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Research Directions
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Co-authors
Cooperation Journals
J
Jian‐Xin Xu
H-index: 67 · Papers: 551
李亮
(Liang Li)
H-index: 61 · Papers: 789
袁艳萍
(Yanping Yuan)
H-index: 61 · Papers: 349
Q
Qianjin Feng
H-index: 47 · Papers: 317
D
Deqing Huang
H-index: 43 · Papers: 373
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