litlas
Log inCreate account

Steven X. Ding

Active 1998–2026

347
Papers
30,084
Citations
74
h-index
239
i10-index

Citations

Citations per year for Steven X. Ding1905: 3 citations1962: 1 citations1965: 1 citations1974: 1 citations1987: 1 citations1991: 1 citations1994: 6 citations1995: 2 citations1997: 1 citations1999: 2 citations2000: 2 citations2001: 6 citations2002: 7 citations2003: 26 citations2004: 15 citations2005: 40 citations2006: 37 citations2007: 85 citations2008: 61 citations2009: 136 citations2010: 138 citations2011: 153 citations2012: 195 citations2013: 293 citations2014: 587 citations2015: 739 citations2016: 1,059 citations2017: 1,083 citations2018: 1,321 citations2019: 1,439 citations2020: 1,368 citations2021: 1,315 citations2022: 1,319 citations2023: 1,234 citations2024: 1,219 citations2025: 1,205 citations2026: 225 citations2027: 1 citations1906–1961: no citations, so these years are not shown1963–1964: no citations, so these years are not shown1966–1973: no citations, so these years are not shown1975–1986: no citations, so these years are not shown1988–1990: no citations, so these years are not shown1992–1993: no citations, so these years are not shown1996: no citations, so this year is not shown1998: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 6,564 citing papers, 48.7% of this breakdownUnited States: 704 citing papers, 5.2% of this breakdownUnited Kingdom: 670 citing papers, 5% of this breakdownGermany: 573 citing papers, 4.2% of this breakdownFrance: 464 citing papers, 3.4% of this breakdownCanada: 423 citing papers, 3.1% of this breakdownAustralia: 376 citing papers, 2.8% of this breakdownSouth Korea: 317 citing papers, 2.4% of this breakdownItaly: 292 citing papers, 2.2% of this breakdownHong Kong: 230 citing papers, 1.7% of this breakdownIndia: 209 citing papers, 1.6% of this breakdownSaudi Arabia: 190 citing papers, 1.4% of this breakdown
0%48.7%Other 18.3%

Institutions

Fields

  • Engineering77.7%
  • Computer Science18.2%
  • Decision Sciences0.6%
  • Physics and Astronomy0.6%
  • Biochemistry, Genetics and Molecular Biology0.4%
  • Business, Management and Accounting0.3%
  • Other2.2%

Topics

  • 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%
  • Other57.8%

Coauthors

All papers

Open in search
  1. A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

    Authors: Zhiwei Gao, Carlo Cecati, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2015 cited by 3,018

  2. A Review on Basic Data-Driven Approaches for Industrial Process Monitoring

    Authors: Shen Yin, Steven X. Ding, Xiaochen Xie, Hao Luo - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2014 cited by 1,666

  3. Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes

    Authors: Dongyue Chen, Ruonan Liu, Qinghua Hu, Steven X. Ding - IEEE Transactions on Neural Networks and Learning Systems, IEEE Trans. Neural Networks Learn. Syst. 2021 cited by 202

  4. Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives

    Authors: Hongtian Chen, Bin Jiang, Steven X. Ding, Biao Huang - IEEE Transactions on Intelligent Transportation Systems, IEEE Trans. Intell. Transp. Syst. 2020 cited by 508

  5. An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

    Authors: Naipeng Li, Yaguo Lei, Jing Lin, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2015 cited by 655

  6. Deep Mixed Domain Generalization Network for Intelligent Fault Diagnosis Under Unseen Conditions

    Authors: Zhenhua Fan, Qifa Xu, Cuixia Jiang, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2023 cited by 131

  7. Advanced methods for fault diagnosis and fault-tolerant control

    Authors: Steven X. Ding - 2020 cited by 204

  8. An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

    Authors: Yaguo Lei, Feng Jia, Jing Lin, Saibo Xing, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2016 cited by 1,168

  9. Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems

    Authors: Steven X. Ding - Advances in industrial control 2014 cited by 658

  10. Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools

    Authors: Steven X. Ding - Advances in industrial control 2008 cited by 2,175

  11. A Survey of Fault Diagnosis and Fault-Tolerant Techniques - Part II: Fault Diagnosis With Knowledge-Based and Hybrid/Active Approaches

    Authors: Zhiwei Gao, Carlo Cecati, Steven X. Ding - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2015 cited by 758

  12. Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances

    Authors: 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 cited by 168

  13. Data Mining and Analytics in the Process Industry: The Role of Machine Learning

    Authors: Zhiqiang Ge, Zhihuan Song, Steven X. Ding, Biao Huang - IEEE Access 2017 cited by 895

  14. Causal intervention graph neural network for fault diagnosis of complex industrial processes

    Authors: Ruonan Liu, Quanhu Zhang, Di Lin, Weidong Zhang, Steven X. Ding - Reliability Engineering & System Safety, Reliab. Eng. Syst. Saf. 2024 cited by 75

  15. A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process

    Authors: Shen Yin, Steven X. Ding, Adel Haghani, Haiyang Hao, Ping Zhang - Journal of Process Control 2012 cited by 1,278

  16. A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System

    Authors: Shen Yin, Bing Xiao, Steven X. Ding, Donghua Zhou - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2016 cited by 414

  17. Causal-Trivial Attention Graph Neural Network for Fault Diagnosis of Complex Industrial Processes

    Authors: Hao Wang, Ruonan Liu, Steven X. Ding, Qinghua Hu, Zengxiang Li, Hongkuan Zhou - IEEE Transactions on Industrial Informatics, IEEE Trans. Ind. Informatics 2023 cited by 59

  18. A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection

    Authors: 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 cited by 151

  19. An H_i/H_ infty Optimization Approach to Event-Triggered Fault Detection for Linear Discrete Time Systems

    Authors: Maiying Zhong, Steven X. Ding, Donghua Zhou, Xiao He - IEEE Transactions on Automatic Control, IEEE Trans. Autom. Control. 2020 cited by 89

  20. Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems

    Authors: Steven X. Ding, Linlin Li, Dong Zhao, Chris Louen, Tianyu Liu - Automatica, Autom. 2022 cited by 60

  21. Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms

    Authors: Zhiwen Chen, Steven X. Ding, Tao Peng, Chunhua Yang, Weihua Gui - IEEE Transactions on Industrial Electronics, IEEE Trans. Ind. Electron. 2017 cited by 314

  22. Explainable Fault Diagnosis Using Invertible Neural Networks - A Left Manifold-Based Solution

    Authors: 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 cited by 39

  23. Data-driven realizations of kernel and image representations and their application to fault detection and control system design

    Authors: Steven X. Ding, Ying Yang, Yong Zhang, Linlin Li - Automatica, Autom. 2014 cited by 179

  24. A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring

    Authors: 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 cited by 163