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Z
Zhenzhen Jin
guangxi university
21
H-index
79
Paper Count
1.7K
Citation Count
0
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Published Papers
26
Publication Date
Publication Date
Impact Factor
Citations
A physics-guided enhanced graph learning framework for online gear shifting in heavy-duty electric commercial vehicles
Engineering Applications of Artificial Intelligence
IF
8
2026-08-19
0
PRE
AI
Jiayang Zhao; Deqiang He; Song Zhang; Zhenzhen Jin; Biyao Wu; Xianwang Li
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Towards Efficient Energy Management for Electric Vehicles: Advances in Model Predictive Control Techniques and Applications
Energies
IF
3.2
2026-05-02
0
OA
AI
Jiayang Zhao; Yingnan Gao; Zhenzhen Jin
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FS-TFD-MEN: an asynchronous motor few-shot fault diagnosis framework based on integrated metrics
Measurement Science and Technology
IF
3.4
2026-04-27
0
PRE
AI
Yuan Xu; Boning Wu; Yingnan Gao; Zhenzhen Jin; Ke Li
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Digital twin-assisted graph contrastive domain adaptation for small-sample bearing fault diagnosis
Structural Health Monitoring-An International Journal
IF
5.7
2026-04-21
0
PRE
AI
Chunyang Dai; Deqiang He; Zhenzhen Jin; Xingwu Zhang; Gang Chen; Jinxin Wu; Jiayang Zhao; Yuan Xu
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Self-supervised learning for train bearing fault diagnosis based on time–frequency dual domain prediction
Structural Health Monitoring
IF
0
2026-01-08
0
PRE
AI
Yuan Xu; Deqiang He; Haimeng Sun; Zhenzhen Jin; Ming Zhao
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Energy-Efficient Rescheduling of Metro Train Timetable under Stochastic Delay Conditions via Deep Reinforcement Learning Method
Journal of Transportation Engineering Part A-Systems
IF
2.1
2026-01-01
2
PRE
AI
Tan, Qinyu; He, Deqiang; Qin, Baofu; Jin, Zhenzhen; Liu, Qi
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Non-destructive degradation state prediction of IGBT: an explainable framework integrating local variational mode decomposition and differential dynamic transformer
NONDESTRUCTIVE TESTING AND EVALUATION
IF
4.2
2026-01-01
0
PRE
AI
Wang, Yanbo; He, Deqiang; Wu, Jinxin; Hou, Guoqing; Jin, Zhenzhen
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Train communication network traffic scheduling based on cyclic queuing and forwarding of time-sensitive networks
Engineering Research Express
IF
1.6
2025-12-31
0
PRE
AI
He, Deqiang; Wei, Yacai; Jin, Zhenzhen; Sun, Haimeng; Zhou, Jixu
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Node-level pooled graph neural network with adaptive for bearing remaining useful life prediction
Measurement Science and Technology
IF
3.4
2025-10-15
0
PRE
AI
Jiayang Zhao; Jinxin Wu; Baofu Qin; Wentao Zhou; Yuan Zhuang; Zhenzhen Jin
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CIGCN: a domain generalisation fault diagnosis method for train bearing based on causal inference graph convolutional network
NONDESTRUCTIVE TESTING AND EVALUATION
IF
4.2
2025-10-01
2
PRE
AI
Sun, Haimeng; He, Deqiang; Jin, Zhenzhen; Xu, Yuan; Zhang, Song; Li, Xianwang; Wu, Jinxin
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Bogie key components fault diagnosis utilizing multi-sensor tensor graphs and dual-attribute feature selection
Engineering Applications of Artificial Intelligence
IF
8
2025-07-31
0
PRE
AI
Zexian Wei; Deqiang He; Zhenzhen Jin; Haimeng Sun; Jinxin Wu; Sheng Shan; Jian Miao; Cai Yi
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A new method for bearing remaining useful life prediction based on dynamic wavelet and physical information constraints
Expert Systems with Applications
IF
7.5
2025-07-25
0
PRE
AI
Jiayang Zhao; Deqiang He; Zhenzhen Jin; Xingwu Zhang; Jixu Zhou
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MT-ConvFormer: A Multitask Bearing Fault Diagnosis Method Using a Combination of CNN and Transformer
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF
5.9
2025-01-01
0
PRE
AI
Han, Yufei; Zhang, Fan; Li, Zhaoqi; Wang, Qichen; Li, Chaofan; Lai, Pei; Li, Tianrui; Teng, Fei; Jin, Zhenzhen
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RTSMFFDE-HKRR: A fault diagnosis method for train bearing in noise environment
MEASUREMENT
IF
5.6
2025-01-01
33
PRE
AI
He, Deqiang; Zhang, Zhihao; Jin, Zhenzhen; Zhang, Fan; Yi, Cai; Liao, Shuixian
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Direct Denoising of Fault Signal for Train Bogie Bearing Under Speed Change Condition
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF
7.1
2024-11-01
1
PRE
AI
Wei, Zexian; He, Deqiang; Jin, Zhenzhen; Sun, Haimeng; Shan, Sheng; Liu, Chang; Yi, Cai
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Learning spatial-temporal pairwise and high-order relationships for short-term passenger flow prediction in urban rail transit
EXPERT SYSTEMS WITH APPLICATIONS
IF
7.5
2024-07-01
3
PRE
AI
Wu, Jinxin; He, Deqiang; Jin, Zhenzhen; Li, Xianwang; Li, Qin; Xiang, Weibin
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Few-shot fault diagnosis of turnout switch machine based on flexible semi-supervised meta-learning network
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2024-06-01
3
PRE
AI
He, Yiling; He, Deqiang; Lao, Zhenpeng; Jin, Zhenzhen; Miao, Jian; Lai, Zhiping; Chen, Yanjun
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An Improved Deep Learning Algorithm for Obstacle Detection in Complex Rail Transit Environments
IEEE SENSORS JOURNAL
IF
4.5
2024-02-01
13
PRE
AI
Qin, Yuliang; He, Deqiang; Jin, Zhenzhen; Chen, Yanjun; Shan, Sheng
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Research on flow scheduling of train communication based on time-sensitive network
SIMULATION MODELLING PRACTICE AND THEORY
IF
4.6
2024-01-01
4
PRE
AI
Liu, Tiexiang; He, Deqiang; Jin, Zhenzhen; Shan, Sheng; Chen, Yanjun; Chen, Qilin
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Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2023-08-01
40
PRE
AI
Lao, Zhenpeng; He, Deqiang; Jin, Zhenzhen; Liu, Chang; Shang, Hui; He, Yiling
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Research Directions
No research directions
Co-authors
Cooperation Journals
T
Tianrui Li
H-index: 80 · Papers: 1.2K
Z
Zhiping Lai
H-index: 70 · Papers: 274
S
Song Zhang
H-index: 64 · Papers: 464
C
Chang Liu
H-index: 53 · Papers: 1.1K
Y
Yanbo Wang
H-index: 52 · Papers: 182
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