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 · IEEE Transactions on Industrial Electronics · 2015 · 3K citations

Engineering, Industrial Engineering, Systems Engineering +11

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. · Journal of Process Control · 2012 · 1.3K citations

Engineering, Industrial Engineering, Systems Engineering +17

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

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

Computing, Computer Science, Artificial Intelligence +16

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

Zhiqiang Ge, Zhihuan Song, Steven X. Ding et al. · IEEE Access · 2017 · 895 citations · Full text

Computing, Computer Science, Data Science +11

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 · IEEE Transactions on Industrial Electronics · 2015 · 758 citations

Engineering, Computer Engineering, Fault Tolerance +15