中南大学王子胜

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硕士生导师
所在单位：机电工程学院
职务：特聘副教授
学历：研究生(博士后)
办公地点：中南大学机电工程学院A503
联系方式：wangzs@csu.edu.cn
毕业院校：清华大学
学科：机械工程

论文成果

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[1]论文详情见 https://scholar.google.com/citations?user=ITETsPMAAAAJ&hl=zh-CN
[2]王子胜*(第一作者兼通讯作者), 许朝俊, 靳亚强, 饶猛.工业大模型赋能的旋转机械装备变工况故障诊断方法.机械工程学报, 2026
[3]Chaojun Xu, Zisheng Wang*(通讯作者), Yaqiang Jin, Weihang Nong.An adaptive industrial large language model for mechanical fault diagnosis under variable operating conditions.Advanced Engineering Informatics, 2026
[4]Zisheng Wang, Cong Peng, Junjie Chen, Chisen Wang, Jianping Xuan, Tielini Shi, Mingjian Zuo.CNC-VLM- An RLHF-optimized industrial large vision-language model with multimodal learning for imbalanced CNC fault detection.Mechanical Systems and Signal Processing, 2026
[5]Cong Peng, Zisheng Wang*(通讯作者), Jiali Peng, Zongyao Wang, Junjie Chen, Jianping Xuan, Tielin Shi.Adaptive fault diagnosis of railway vehicle on-board controller with large language models.Applied Soft Computing, 2025
[6]Xuefeng Chen, Yaguo Lei, Yanfu Li, Simon Parkinson, Xiang Li, Jinxin Liu, Fan Lu, Huan Wang, Zisheng Wang, Bin Yang, Shilong Ye, Zhibin Zhao.Large models for machine monitoring and fault diagnostics: Opportunities, challenges, and future direction.Journal of Dynamics, Monitoring and Diagnostics, 2025
[7]Zisheng Wang, Jianping Xuan, Tielin Shi, Shaochen Li.Biologically inspired compound defect detection using a spiking neural network with continuous time–frequency gradients.Advanced Engineering Informatics, 2025
[8]Zisheng Wang*(第一作者兼通讯作者), Jianping Xuan, Tielin Shi.Domain reinforcement feature adaptation methodology with correlation alignment for compound fault diagnosis of rolling bearing.Expert Systems with Applications, 2025
[9]Zisheng Wang*(第一作者兼通讯作者), Jianping Xuan, Tielin Shi.An autonomous recognition framework based on reinforced adversarial open set algorithm for compound fault of mechanical equipment.Mechanical Systems and Signal Processing, 2024
[10]Zisheng Wang, Yan-Fu Li, Jianping Xuan, Tielin Shi.Multi-label domain adversarial reinforcement learning for unsupervised compound fault recognition.Reliability Engineering & System Safety, 2024
[11]Zisheng Wang, Jianping Xuan, Qing Zhang, Lv Tang, Tielin Shi.Transfer reinforcement learning method with multi-label learning for compound fault recognition.Advanced Engineering Informatics, 2023
[12]Zisheng Wang, Jianping Xuan, Tielin Shi.Multi-source information fusion deep self-attention reinforcement learning framework for multi-label compound fault recognition.Mechanism and Machine Theory, 2023
[13]Zisheng Wang, Jianping Xuan, Tielin Shi.Multi-label fault recognition framework using deep reinforcement learning and curriculum learning mechanism.Advanced Engineering Informatics, 2022
[14]Zisheng Wang, Jianping Xuan, Tielin Shi.Alternative multi-label imitation learning framework monitoring tool wear and bearing fault under different working conditions.Advanced Engineering Informatics, 2022
[15]Zisheng Wang, Jianping Xuan, Intelligent fault recognition framework by using deep reinforcement learning with one dimension convolution and improved actor-critic algorithm.Advanced Engineering Informatics, 2021

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