基本情况

褚福磊，清华大学机械工程系教授，博士生导师。

 

研究领域

机械动力学，机械设计，机械故障诊断，非线性振动，振动控制

 

教育背景

1993年 博士，英国Southampton大学机械工程系

1985年 硕士，天津大学力学系

1982年 学士，南方冶金学院机械工程系

 

学术兼职

中国振动工程学会副理事长、故障诊断专业委员会副主任委员、总装武器装备振动与噪声控制技术专家组成员，Proceedings of the Institution of Mechanical Engineers, Part C, Journal of Mechanical Engineering Science、Frontiers of Mechanical Engineering、《振动工程学报》、《振动与冲击》、《中国设备工程》编委。

 

荣誉奖励

曾获国家自然科学二等奖1项，省部级科技奖励共8项，获国家杰出青年基金。在国际学术会议上做Plenary和Keynote报告10余次。

 


学术奖项

  1.  “机理驱动大数据挖掘的大型可再生能源装备监测诊断技术及应用”获2024年度机械工业科学技术奖科技进步一等奖，排名第一
  2.  “旋转机械振动的复杂时变调制特征解析与辨识理论”获2021年度中国振动工程学会科学技术奖一等奖，排名第二；

论文发表

  1. Zhenya Wang,Ligang Yao,Minglin Li,Meng Chen,Jingshan Zhao,Fulei Chu,Wen Jung Li，A High-Accuracy Fault Detection Method Using Swarm Intelligence Optimization Entropy，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2025)。
  2. Zhenya Wang,Pan Liang,Rengui Bai,Yaming Liu,Jingshan Zhao,Ligang Yao,Jun Zhang,Fulei Chu，Few-shot Fault Diagnosis for Machinery Using Multi-Scale Perception Multi-Level Feature Fusion Image Quadrant Entropy，Adv Eng Informatics (2025)。
  3. Zhenya Wang,Meng Zhang,Hui Chen,Jinghu Li,Gaosong Li,Jingshan Zhao,Ligang Yao,Jun Zhang,Fulei Chu，A Generalized Fault Diagnosis Framework for Rotating Machinery Based on Phase Entropy，Reliab Eng Syst Saf (2025)。
  4. Peng Zhu,Sai Ma,Qinkai Han,Fulei Chu，Deep Transfer Learning with Generalized Distribution Matching Measure for Rotating Machinery Fault Diagnosis，IEEE Transactions on Industrial Informaticsno. 99 (2025): 1-10。
  5. Peng Zhu,Sai Ma,Qinkai Han,Fulei Chu，Deep Contrastive Transfer Learning for Rotating Machinery Fault Diagnosis，IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2025)。
  6. Hua Li,Tianyang Wang,Feibin Zhang,Fulei Chu，AutoVMDPgram: an Effective Method for Fault Diagnosis of Rolling Bearing，IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2024)。
  7. Qi Li,Hua Li,Wenyang Hu,Shilin Sun,Zhaoye Qin,Fulei Chu，Transparent Operator Network: A Fully Interpretable Network Incorporating Learnable Wavelet Operator for Intelligent Fault Diagnosis，IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICSno. 6 (2024): 8628-8638。
  8. Xiantao Z, Song W, Qinkai H, Fulei C, et al. Energy Response and Fault Severity Study of Rotor-Rigid Blade-Casing System with Rub-Impact Fault[J], 2024 IEEE International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC), 2024: 246-250.
  9. Qijian L, Tianyang W, Zhaoye Q, Fulei C, et al. Compound Dimension Wavelet Network and Its Application in Bearings Fault Diagnosis under Varying Speeds[C], International Conference on Industrial Informatics, 2024: 1-6.
  10. Haifeng X, Xu W, Jinfeng H, Feibin Z, Fulei C, et al. Semi-supervised Multi-Sensor Information Fusion Tailored Graph Embedded Low-Rank Tensor Learning Machine under Extremely Low Labeled Rate[J], Information Fusion, 2024, 105
  11. Shilin S, Tianyang W, Hongxing Y, Fulei C, et al. An Environmentally Adaptive and Contrastive Representation Learning Method for Condition Monitoring of Industrial Assets[J], IEEE Transactions on Cybernetics, 2024, 54(3): 1484-1496.
  12. Zhicheng H, Fan H, Xingguo W, Fulei C, et al. Active Vibration Control of Composite Cantilever Beams.[J], Materials (Basel, Switzerland), 2023, 16(1)
  13. Wenyang Hu, Tianyang Wang, Fulei Chu. A Wasserstein Generative Digital Twin Model in Health Monitoring of Rotating Machines[J], Computers in industry, 2023, 145
  14. Qi L, Shilin S, Wenyang H, Hua L, Zhaoye Q, Fulei C, et al. A Fully Transparent Deep Signal Operator Network for Intelligent Fault Diagnosis[J], 2023 Global Reliability and Prognostics and Health Management Conference (PHM-Hangzhou), 2023: 1-5.
  15. Jigang F, Babak S, Zhaoye Q, Fulei C, et al. Nature-inspired Energy Dissipation Sandwich Composites Reinforced with High-Friction Graphene[J], COMPOSITES SCIENCE AND TECHNOLOGY, 2023, 233
  16. Yijun M, Shuai G, Yun K, Ziyuan J, Qinkai H, Fulei C, et al. Variable Reluctance Bearing Generators Applicable in Condition Monitoring of Bearing Cages[J], MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 194
  17. Yun Kong, Qinkai Han, Fulei Chu. Sparsity Assisted Intelligent Recognition Method for Vibration-Based Machinery Health Diagnostics[J], JOURNAL OF VIBRATION AND CONTROL, 2023, 29(17-18): 4230-4241.
  18. Runze Z, Liufeng Z, Qinkai H, Zhaoye Q, Fulei C, et al. Constrained Layer Damping for Mitigating Vibration of a Rotating Disk-Drum Coupled Structure[J], MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023, 200
  19. Shilin S, Tianyang W, Hongxing Y, Fulei C, et al. Adversarial Representation Learning for Intelligent Condition Monitoring of Complex Machinery.[J], IEEE Transactions on Industrial Electronics, 2023, 70(5): 5255-5265.