World's Best Scientists 2026 revealed!
Award Badge
Electronics and Electrical Engineering
Germany
2026

D-Index & Metrics

Electronics and Electrical Engineering

D-Index
90
Citations
38518
World Ranking
290
National Ranking
8

Research.com Recognitions

  • 2026 - Research.com Electronics and Electrical Engineering in Germany Leader Award
  • 2025 - Research.com Electronics and Electrical Engineering in Germany Leader Award
  • 2023 - Research.com Electronics and Electrical Engineering in Germany Leader Award
  • 2022 - Research.com Electronics and Electrical Engineering in Germany Leader Award

Overview

Steven X. Ding is affiliated with the University of Duisburg-Essen in Germany. Their work spans key areas in engineering and computer science, with a strong emphasis on control systems, fault diagnosis, and artificial intelligence.

The primary fields of study for Ding include:

  • Engineering
  • Computer Science

Their research contributions cover several subfields, notably:

  • Control and Systems Engineering
  • Artificial Intelligence
  • Computer Networks and Communications
  • Mechanical Engineering
  • Statistics, Probability and Uncertainty

Main topics addressed by Steven X. Ding in their work include:

  • Fault Detection and Control Systems
  • Machine Fault Diagnosis Techniques
  • Distributed Control Multi-Agent Systems
  • Advanced Control Systems Optimization
  • Stability and Control of Uncertain Systems
  • Control Systems and Identification
  • Anomaly Detection Techniques and Applications

Notable recent papers authored or co-authored by Steven X. Ding are:

  • "Data-Driven Fault Diagnosis for Traction Systems in High-Speed Trains: A Survey, Challenges, and Perspectives" (2020), published in IEEE Transactions on Intelligent Transportation Systems
  • "Fixed-Time Fault-Tolerant Formation Control for Heterogeneous Multi-Agent Systems With Parameter Uncertainties and Disturbances" (2021), published in IEEE Transactions on Circuits and Systems I Regular Papers
  • "Interaction-Aware Graph Neural Networks for Fault Diagnosis of Complex Industrial Processes" (2021), published in IEEE Transactions on Neural Networks and Learning Systems
  • "A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection" (2020), published in IEEE Transactions on Industrial Electronics
  • "A New Observer-Based Cooperative Fault-Tolerant Tracking Control Method With Application to Networked Multiaxis Motion Control System" (2020), published in IEEE Transactions on Industrial Electronics

Frequent co-authors working with Ding include:

  • Linlin Li
  • Andreas Schwung
  • Maiying Zhong
  • Xin Peng
  • Gavneet Singh Chadha

Steven X. Ding's research outputs have been published mainly in these venues:

  • arXiv (Cornell University)
  • IEEE Transactions on Automatic Control
  • IEEE Transactions on Industrial Informatics
  • IEEE Transactions on Industrial Electronics
  • IFAC-PapersOnLine

Best Publications

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

    Steven X. Ding

  • A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

    Zhiwei Gao;Carlo Cecati;Steven X. Ding

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

    Shen Yin;Steven X. Ding;Xiaochen Xie;Hao Luo

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

    Shen Yin;Shen Yin;Steven X. Ding;Adel Haghani;Haiyang Hao

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

    Yaguo Lei;Feng Jia;Jing Lin;Saibo Xing

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

    Zhiqiang Ge;Zhihuan Song;Steven X. Ding;Biao Huang

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

    Zhiwei Gao;Carlo Cecati;Steven X. Ding

  • Brief An LMI approach to design robust fault detection filter for uncertain LTI systems

    Maiying Zhong;Steven X. Ding;James Lam;Haibo Wang

  • Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems

    Steven X. Ding

  • Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization

    Shen Yin;Hao Luo;Steven X. Ding

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

    Naipeng Li;Yaguo Lei;Jing Lin;Steven X. Ding

  • Brief paper: Actuator fault robust estimation and fault-tolerant control for a class of nonlinear descriptor systems

    Zhiwei Gao;Steven X. Ding

  • A unified approach to the optimization of fault detection systems

    S. X. Ding;T. Jeinsch;P. M. Frank;E. L. Ding

  • Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis

    Paul M. Frank;Xianchun Ding

  • Fuzzy-Model-Based Reliable Static Output Feedback $\mathscr{H}_{\infty }$ Control of Nonlinear Hyperbolic PDE Systems

    Jianbin Qiu;Steven X. Ding;Huijun Gao;Shen Yin

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

    Hongtian Chen;Bin Jiang;Steven X. Ding;Biao Huang

  • H−/H∞ fault detection filter design for discrete-time Takagi–Sugeno fuzzy system

    Mohammed Chadli;Ali Abdo;Steven X. Ding

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

    Shen Yin;Bing Xiao;Steven X. Ding;Donghua Zhou

  • Recent Advances on Fuzzy-Model-Based Nonlinear Networked Control Systems: A Survey

    Jianbin Qiu;Huijun Gao;Steven X. Ding

  • Subspace method aided data-driven design of fault detection and isolation systems

    S.X. Ding;P. Zhang;A. Naik;E.L. Ding

Frequent Co-Authors

Shen Yin
Shen Yin Norwegian University of Science and Technology
Maiying Zhong
Maiying Zhong Shandong University of Science and Technology
Zhiwei Gao
Zhiwei Gao Northumbria University
Paul M. Frank
Paul M. Frank University of Duisburg-Essen
Donghua Zhou
Donghua Zhou Shandong University of Science and Technology
Biao Huang
Biao Huang University of Alberta
Jianbin Qiu
Jianbin Qiu Harbin Institute of Technology
Bo Shen
Bo Shen Donghua University
Weihua Gui
Weihua Gui Central South University
Sing Kiong Nguang
Sing Kiong Nguang University of Auckland

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

For those interested in Electronics and Electrical Engineering, exploring related online degrees can open diverse career opportunities. Many programs now offer competency based programs, allowing students to progress by demonstrating skills and knowledge rather than traditional credit hours. This approach is ideal for self-motivated learners who want to accelerate their studies or balance education with work.

Military spouses and dependents often face unique challenges when pursuing degrees. Fortunately, several institutions recognized as the best online college for military spouses provide flexible and supportive learning environments. These programs understand the need for mobility and offer resources tailored to this community’s needs.

Another important factor for many students is flexibility in enrollment. Online schools with multiple start dates allow learners to begin their studies without waiting for traditional semester schedules, enabling better planning around personal and professional commitments.

For those looking to quickly boost their career prospects, quick certifications that pay well offer valuable opportunities. These short-term credentials often focus on specific technical skills, complementing core engineering knowledge and enhancing employability in a competitive job market.

Best Scientists Citing Steven X. Ding

Trending Scientists

Recently Published Articles