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

• Published in: Journal of process control Vol. 22; no. 9; pp. 1567 - 1581
• Main Authors: Yin, Shen, Ding, Steven X., Haghani, Adel, Hao, Haiyang, Zhang, Ping
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.10.2012
• Subjects: Data-driven methods; Fault diagnosis; Process monitoring; Tennessee Eastman process; Process monitoring; Fault diagnosis; Tennessee Eastman process; Data-driven methods

► We review most popular data-driven PM–FD methods with recent developments. ► Systematic comparison and analysis among these methods are given. ► All the methods are tested on TE process. ► Based on the simulations, some important concluding remarks are presented. ► The results provide a reference...