Industrial Cyber-Physical Systems
Machine Learning-based Industrial Big Data Analysis
Intelligent Fault diagnosis
Out-of-Distribution Generalization Fault Diagnosis
Data and Knowledge Fusion Theory
Topological Structure Knowledge Fusion for Complex System Fault Diagnosis
Causal Inference for Explainable Intelligent Industrial Systems
Data and Knowledge Fusion Prognostic and Health Management
Dynamic Mechanism Knowledge Fusion for Weak Feature Extraction
Non-stationary Signal Processing
Multi-scale Deep Learning Fault Diagnosis
Sparse Representation Fault Diagnosis Theory
Industrial Large Foundation Model
Projects
- 主持 国防基础科研计划重点项目课题 XX系统XX定位、诊断与预测
- 主持 自主创新基金 开放环境增量学习的分层建模方法研究
- 主持 自主创新基金 深海装备动力系统的多粒度故障诊断研究
- 参与 973项目“航空发动机运行安全基础研究”
Honors
2021 IEEE Outstanding Paper Award for IEEE TII
Media Report in IEEE IES News Homepage
