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Author
Steven X. Ding
also known as Ding S, Ding, Steven, Ding, Steven X.
University of Duisburg-Essen · Australian National University · Information Technology University · Australian Research Council
About this author
Works
682
Cited by
34,140
h-index
81
i10
323
ORCID ↗
Top papers
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
·
2015
·
IEEE Transactions on Industrial Electronics
↗ 2,988
Model-based Fault Diagnosis Techniques: Design Schemes, Algorithms, and Tools
Steven X. Ding
·
2008
↗ 2,175
A Review on Basic Data-Driven Approaches for Industrial Process Monitoring
Shen Yin, Steven X. Ding, Xiaochen Xie, et al.
·
2014
·
IEEE Transactions on Industrial Electronics
↗ 1,655
A comparison study of basic data-driven fault diagnosis and process monitoring methods on the benchmark Tennessee Eastman process
Shen Yin, Steven X. Ding, Adel Haghani, et al.
·
2012
·
Journal of Process Control
↗ 1,271
An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data
Yaguo Lei, Feng Jia, Jing Lin, et al.
·
2016
·
IEEE Transactions on Industrial Electronics
↗ 1,166
Data Mining and Analytics in the Process Industry: The Role of Machine Learning
Zhiqiang Ge, Zhihuan Song, Steven X. Ding, et al.
·
2017
·
IEEE Access
↗ 883
OA
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
·
2015
·
IEEE Transactions on Industrial Electronics
↗ 755
Data-driven Design of Fault Diagnosis and Fault-tolerant Control Systems
Steven X. Ding
·
2014
·
Advances in industrial control
↗ 657
An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings
Naipeng Li, Yaguo Lei, Jing Lin, et al.
·
2015
·
IEEE Transactions on Industrial Electronics
↗ 650
Model-Based Fault Diagnosis Techniques
Steven X. Ding
·
2012
·
Advances in industrial control
↗ 640
Real-Time Implementation of Fault-Tolerant Control Systems With Performance Optimization
Shen Yin, Hao Luo, Steven X. Ding
·
2013
·
IEEE Transactions on Industrial Electronics
↗ 638
An LMI approach to design robust fault detection filter for uncertain LTI systems
Maiying Zhong, Steven X. Ding, James Lam, et al.
·
2003
·
Automatica
↗ 557
Books
Model-Based Fault Diagnosis Techniques
2008
·
Springer
Data-Driven Design of Fault Diagnosis and Fault-Tolerant Systems
2014
·
Springer London, Limited
Data-Driven Design of Fault Diagnosis and Fault-tolerant Control Systems
2014
·
Springer London, Limited
Model-based fault diagnosis techniques
2008
·
Springer
Fault Diagnosis for Linear Discrete Time-Varying Systems and Its Applications
2022
·
Springer