Steven X. Ding
1998–2026 年に発表
- 347
- 論文数
- 30,084
- 被引用数
- 74
- h 指数
- 239
- i10 指数
被引用数
引用元
国・地域
機関
分野
- Engineering77.7%
- Computer Science18.2%
- Decision Sciences0.6%
- Physics and Astronomy0.6%
- Biochemistry, Genetics and Molecular Biology0.4%
- Business, Management and Accounting0.3%
- その他2.2%
トピック
- Fault Detection and Control Systems17.6%
- Machine Fault Diagnosis Techniques6.8%
- Stability and Control of Uncertain Systems6%
- Advanced Control Systems Optimization4.2%
- Adaptive Control of Nonlinear Systems3.9%
- Control Systems and Identification3.7%
- その他57.8%
共著者
- Linlin Li55
- Ping Zhang37
- Ying Yang32
- Maiying Zhong30
- Andreas Schwung22
- Donghua Zhou18
- Hao Luo18
- Shen Yin18
- Kaixiang Peng16
- Eve L. Ding15
- Jianbin Qiu15
- Zhiwen Chen15
- Guizeng Wang14
- Torsten Jeinsch14
- Dong Zhao13
- Bin Jiang12
- Zidong Wang12
- Hao Ye11
- Changchun Hua10
- Yueyang Li10
- Dorothea Schwung9
- Kai Zhang9
- Nick Weinhold9
- Paul Martin Frank9
全論文
- A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
著者: Zhiwei Gao, Carlo Cecati, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2015 被引用: 3,018
- A Review on Basic Data-Driven Approaches for Industrial Process Monitoring
著者: Shen Yin, Steven X. Ding, Xiaochen Xie, Hao Luo - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2014 被引用: 1,666
- Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes
著者: Dongyue Chen, Ruonan Liu, Qinghua Hu, Steven X. Ding - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2021 被引用: 202
- Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives
著者: Hongtian Chen, Bin Jiang, Steven X. Ding, Biao Huang - IEEE Transactions on Intelligent Transportation Systems, IEEE Trans. Intell. Transp. Syst. 2020 被引用: 508
- An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings
著者: Naipeng Li, Yaguo Lei, Jing Lin, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2015 被引用: 655
- Deep Mixed Domain Generalization Network for Intelligent Fault Diagnosis Under Unseen Conditions
著者: Zhenhua Fan, Qifa Xu, Cuixia Jiang, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2023 被引用: 131
- Advanced methods for fault diagnosis and fault-tolerant control
著者: Steven X. Ding - 2020 被引用: 204
- An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data
著者: Yaguo Lei, Feng Jia, Jing Lin, Saibo Xing, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2016 被引用: 1,168
- Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
著者: Steven X. Ding - Advances in industrial control 2014 被引用: 658
- Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools
著者: Steven X. Ding - Advances in industrial control 2008 被引用: 2,175
- A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches
著者: Zhiwei Gao, Carlo Cecati, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2015 被引用: 758
- Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances
著者: Wanglei Cheng, Ke Zhang, Bin Jiang, Steven X. Ding - IEEE Transactions on Circuits and Systems I Regular Papers, IEEE Trans. Circuits Syst. I Regul. Pap. 2021 被引用: 168
- Data Mining and Analytics in the Process Industry: The Role of Machine Learning
著者: Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang - IEEE Access 2017 被引用: 895
- Causal intervention graph neural network for fault diagnosis of complex industrial processes
著者: Ruonan Liu, Quanhu Zhang, Di Lin, Weidong Zhang, Steven X. Ding - Reliability Engineering & System Safety, Reliab. Eng. Syst. Saf. 2024 被引用: 75
- A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process
著者: Shen Yin, Steven X. Ding, Adel Haghani, Haiyang Hao, Ping Zhang - Journal of Process Control 2012 被引用: 1,278
- A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System
著者: Shen Yin, Bing Xiao, Steven X. Ding, Donghua Zhou - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2016 被引用: 414
- Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes
著者: Hao Wang, Ruonan Liu, Steven X. Ding, Qinghua Hu, Zengxiang Li, Hongkuan Zhou - IEEE Transactions on Industrial Informatics, IEEE Trans. Ind. Informatics 2023 被引用: 59
- A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection
著者: Zhiwen Chen, Chang Liu, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui, Yuri A. W. Shardt - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2020 被引用: 151
- An H_i/H_ infty Optimization Approach to Event-Triggered Fault Detection for Linear Discrete Time Systems
著者: Maiying Zhong, Steven X. Ding, Donghua Zhou, Xiao He - IEEE Transactions on Automatic Control, IEEE Trans. Autom. Control. 2020 被引用: 89
- Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems
著者: Steven X. Ding, Linlin Li, Dong Zhao, Chris Louen, Tianyu Liu - Automatica, Autom. 2022 被引用: 60
- Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms
著者: Zhiwen Chen, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2017 被引用: 314
- Explainable Fault Diagnosis Using Invertible Neural Networks - A Left Manifold-Based Solution
著者: Hongtian Chen, Wenxin Sun, Weidong Zhang, Bin Jiang, Steven X. Ding, Biao Huang - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2024 被引用: 39
- Data-driven realizations of kernel and image representations and their application to fault detection and control system design
著者: Steven X. Ding, Ying Yang, Yong Zhang, Linlin Li - Automatica, Autom. 2014 被引用: 179
- A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring
著者: Zhiwen Chen, Yue Cao, Steven X. Ding, Kai Zhang, Tim Koenings, Tao Peng, Chunhua Yang, Weihua Gui - IEEE Transactions on Industrial Informatics, IEEE Trans. Ind. Informatics 2019 被引用: 163
