Steven X. Ding

34.0k total citations · 20 hit papers
484 papers, 26.4k citations indexed

About

Steven X. Ding is a scholar working on Control and Systems Engineering, Mechanical Engineering and Artificial Intelligence. According to data from OpenAlex, Steven X. Ding has authored 484 papers receiving a total of 26.4k indexed citations (citations by other indexed papers that have themselves been cited), including 443 papers in Control and Systems Engineering, 74 papers in Mechanical Engineering and 62 papers in Artificial Intelligence. Recurrent topics in Steven X. Ding's work include Fault Detection and Control Systems (379 papers), Advanced Control Systems Optimization (169 papers) and Control Systems and Identification (153 papers). Steven X. Ding is often cited by papers focused on Fault Detection and Control Systems (379 papers), Advanced Control Systems Optimization (169 papers) and Control Systems and Identification (153 papers). Steven X. Ding collaborates with scholars based in Germany, China and United Kingdom. Steven X. Ding's co-authors include Zhiwei Gao, Shen Yin, Carlo Cecati, Ping Zhang, Hao Luo, Biao Huang, Linlin Li, Maiying Zhong, Huijun Gao and Yaguo Lei and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Automatic Control and Scientific Reports.

In The Last Decade

Steven X. Ding

464 papers receiving 25.8k citations

Hit Papers

A Survey of Fault Diagnosis and Fault-Tol... 2003 2026 2010 2018 2015 2008 2014 2012 2016 500 1000 1.5k 2.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
    2015 2.3k citations Zhiwei Gao, Steven X. Ding et al. profile →
  2. Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools
    2008 1.7k citations Steven X. Ding profile →
  3. A Review on Basic Data-Driven Approaches for Industrial Process Monitoring
    2014 1.3k citations Steven X. Ding, Xiaochen Xie et al. profile →
  4. A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process
    2012 1.1k citations Steven X. Ding et al. profile →
  5. An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data
    2016 984 citations Steven X. Ding et al. profile →
  6. Data Mining and Analytics in the Process Industry: The Role of Machine Learning
    2017 675 citations Steven X. Ding et al. IEEE Access profile →
  7. A Survey of Fault Diagnosis and Fault-Tolerant Techniques Part II: Fault Diagnosis with Knowledge-Based and Hybrid/Active Approaches
    2015 601 citations Zhiwei Gao, Steven X. Ding et al. profile →
  8. Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization
    2013 556 citations Hao Luo, Steven X. Ding et al. profile →
  9. An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings
    2015 526 citations Steven X. Ding et al. profile →
  10. Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
    2014 497 citations Steven X. Ding profile →
  11. An LMI approach to design robust fault detection filter for uncertain LTI systems
    2003 444 citations Maiying Zhong, Steven X. Ding et al. Automatica profile →
  12. Model-Based Fault Diagnosis Techniques
    2012 435 citations Steven X. Ding profile →
  13. Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives
    2020 373 citations Steven X. Ding et al. profile →
  14. Fuzzy-Model-Based Reliable Static Output Feedback $\mathscr{H}_{\infty }$ Control of Nonlinear Hyperbolic PDE Systems
    2015 343 citations Jianbin Qiu, Steven X. Ding et al. profile →
  15. Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems
    2007 339 citations Zhiwei Gao, Steven X. Ding Automatica profile →
  16. fault detection filter design for discrete-time Takagi–Sugeno fuzzy system
    2013 324 citations Mohammed Chadli, Steven X. Ding et al. Automatica profile →
  17. A Review on Recent Development of Spacecraft Attitude Fault Tolerant Control System
    2016 324 citations Steven X. Ding et al. profile →
  18. Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey
    2015 303 citations Jianbin Qiu, Steven X. Ding et al. profile →
  19. Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms
    2017 257 citations Zhiwen Chen, Steven X. Ding et al. profile →
  20. Real-time fault diagnosis and fault-tolerant control
    2015 251 citations Zhiwei Gao, Steven X. Ding et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Steven X. Ding Germany 73 23.0k 6.2k 3.6k 2.9k 2.0k 484 26.4k
Shen Yin China 78 14.6k 0.6× 4.4k 0.7× 2.9k 0.8× 2.5k 0.8× 1.2k 0.6× 333 20.0k
Biao Huang Canada 73 17.7k 0.8× 5.0k 0.8× 3.6k 1.0× 1.4k 0.5× 2.0k 1.0× 804 22.2k
Donghua Zhou China 62 9.3k 0.4× 2.5k 0.4× 1.8k 0.5× 2.7k 0.9× 1.3k 0.6× 353 12.6k
Rolf Isermann Germany 52 12.1k 0.5× 4.1k 0.7× 2.0k 0.5× 826 0.3× 1.1k 0.6× 406 15.8k
Ruqiang Yan China 73 15.9k 0.7× 9.7k 1.6× 3.6k 1.0× 512 0.2× 627 0.3× 424 24.1k
Okyay Kaynak Türkiye 65 10.1k 0.4× 2.9k 0.5× 3.5k 1.0× 2.2k 0.8× 354 0.2× 335 16.6k
Chunhua Yang China 56 6.5k 0.3× 3.2k 0.5× 2.6k 0.7× 1.5k 0.5× 442 0.2× 691 13.6k
S. Joe Qin United States 77 20.0k 0.9× 9.0k 1.5× 1.8k 0.5× 344 0.1× 3.8k 1.9× 342 24.4k
Yaguo Lei China 70 20.3k 0.9× 13.5k 2.2× 2.7k 0.7× 310 0.1× 1.4k 0.7× 220 26.5k
Tianyou Chai China 64 9.4k 0.4× 2.9k 0.5× 3.7k 1.0× 2.3k 0.8× 312 0.2× 708 16.2k

Countries citing papers authored by Steven X. Ding

Since Specialization
Citations

This map shows the geographic impact of Steven X. Ding's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Steven X. Ding with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Steven X. Ding more than expected).

Fields of papers citing papers by Steven X. Ding

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Steven X. Ding. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Steven X. Ding. The network helps show where Steven X. Ding may publish in the future.

Co-authorship network of co-authors of Steven X. Ding

This figure shows the co-authorship network connecting the top 25 collaborators of Steven X. Ding. A scholar is included among the top collaborators of Steven X. Ding based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Steven X. Ding. Steven X. Ding is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Gao, Qing, Jianbin Qiu, & Steven X. Ding. (2025). Fault Diagnosis and Fault Tolerant Control for a Class of Re-Entrant Manufacturing Systems. IEEE Transactions on Circuits and Systems I Regular Papers. 73(2). 1356–1366.
2.
Ding, Steven X., et al.. (2025). DCR-YOLO: An enhanced anti-UAV detection method based on triple collaborative optimization strategy. Aerospace Science and Technology. 168. 111319–111319. 1 indexed citations
3.
Liu, Ruonan, et al.. (2025). Causal Counterfactual Faithfulness Generation for Open-Set Fault Diagnosis of Complex Industrial Processes. IEEE Transactions on Industrial Informatics. 21(12). 9538–9549. 1 indexed citations
4.
Wang, Fan, Zidong Wang, Jinling Liang, Quanbo Ge, & Steven X. Ding. (2024). Recursive filtering for two-dimensional systems with amplify-and-forward relays: Handling degraded measurements and dynamic biases. Information Fusion. 108. 102368–102368. 2 indexed citations
5.
Xie, Xiaochen, et al.. (2024). Special issue on monitoring and control of time-varying systems with cyber-physical interactions. Journal of the Franklin Institute. 361(18). 106981–106981. 1 indexed citations
6.
Wang, Zeyuan, Mohammed Chadli, & Steven X. Ding. (2024). A dynamic event-triggered approach for observer-based formation control of multi-agent systems with designable inter-event time. Systems & Control Letters. 195. 105970–105970. 2 indexed citations
7.
Zhang, Zhicheng, et al.. (2024). Fault Diagnosis for Parallel Lithium-Ion Battery Packs With Main Current Sensor Fault and Internal Resistance Fault. IEEE Transactions on Instrumentation and Measurement. 73. 1–10. 9 indexed citations
8.
Wu, Xiang, et al.. (2024). Active Disturbance Rejection Formation Control for Multiagent Systems With Input Constraints. IEEE Transactions on Control of Network Systems. 12(1). 38–50. 4 indexed citations
9.
Zhang, Jiarui, Steven X. Ding, Deyu Zhang, & Linlin Li. (2023). Distributed fault detection for large‐scale interconnected systems. IET Control Theory and Applications. 18(17). 2347–2357. 4 indexed citations
10.
Shang, Chao, Hao Ye, Dexian Huang, & Steven X. Ding. (2022). From Generalized Gauss Bounds to Distributionally Robust Fault Detection With Unimodality Information. IEEE Transactions on Automatic Control. 68(9). 5333–5348. 7 indexed citations
11.
Xue, Ting, Maiying Zhong, Linlin Li, & Steven X. Ding. (2020). An Optimal Data-Driven Approach to Distribution Independent Fault Detection. IEEE Transactions on Industrial Informatics. 16(11). 6826–6836. 17 indexed citations
12.
Liu, Ruijie, Ying Yang, Linlin Li, & Steven X. Ding. (2020). Key Performance Indicators Based Fault Detection and Isolation Using Data-Driven Approaches. IEEE Transactions on Circuits & Systems II Express Briefs. 68(1). 291–295. 10 indexed citations
13.
Li, Linlin, Steven X. Ding, Hao Luo, Kaixiang Peng, & Ying Yang. (2019). Performance-Based Fault-Tolerant Control Approaches For Industrial Processes With Multiplicative Faults. IEEE Transactions on Industrial Informatics. 16(7). 4759–4768. 33 indexed citations
14.
Chen, Zhiwen, Yue Cao, Steven X. Ding, et al.. (2019). A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring. IEEE Transactions on Industrial Informatics. 15(5). 2710–2720. 129 indexed citations
15.
Li, Linlin, Steven X. Ding, Kaixiang Peng, Jianbin Qiu, & Ying Yang. (2019). Fuzzy Fault Detection Filter Design for Nonlinear Distributed Parameter Systems. IEEE Access. 7. 11105–11113. 10 indexed citations
16.
Zhao, Zhengen, Ying Yang, Steven X. Ding, & Linlin Li. (2017). Fault-Tolerant Control for Systems With Model Uncertainty and Multiplicative Faults. IEEE Transactions on Systems Man and Cybernetics Systems. 50(2). 514–524. 34 indexed citations
17.
Zhao, Zhengen, Ying Yang, Steven X. Ding, & Linlin Li. (2017). Robust Fault Detection for Observer-Based Feedback Control Systems. Circuits Systems and Signal Processing. 37(8). 3364–3382. 5 indexed citations
18.
Li, Linlin, Steven X. Ding, Jianbin Qiu, Ying Yang, & Dongmei Xu. (2016). Fuzzy Observer-Based Fault Detection Design Approach for Nonlinear Processes. IEEE Transactions on Systems Man and Cybernetics Systems. 47(8). 1941–1952. 72 indexed citations
19.
Zhong, Maiying, et al.. (2010). Optimal fault detection for linear discrete time-varying systems. Automatica. 46(8). 1395–1400. 109 indexed citations
20.
Peng, Tao, et al.. (2007). An Optimization Approach to Fault Detection with Sensor Locations. 535–538. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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