Fault Detection of Non-Gaussian Processes Based on Model Migration

作者: Yingwei Zhang , Jiayu An , Chi Ma

DOI: 10.1109/TCST.2012.2217966

关键词:

摘要: … In this paper, a new multimode approach is proposed by … of each dataset are formulated in two subspaces as follows: … It is easy to understand from the definition of information entropy …

参考文章(33)
Yingwei Zhang, S. Joe Qin, Adaptive actuator fault compensation for linear systems with matching and unmatching uncertainties Journal of Process Control. ,vol. 19, pp. 985- 990 ,(2009) , 10.1016/J.JPROCONT.2008.12.008
Yingwei Zhang, Jie Sheng, S. Joe Qin, Tim Hesketh, Fault Diagnosis and Isolation of Multi-Input-Multi-Output Networked Control Systems Industrial & Engineering Chemistry Research. ,vol. 47, pp. 2636- 2642 ,(2008) , 10.1021/IE070779M
Jian Yang, Xiumei Gao, David Zhang, Jing-yu Yang, Rapid and brief communication: Kernel ICA: An alternative formulation and its application to face recognition Pattern Recognition. ,vol. 38, pp. 1784- 1787 ,(2005) , 10.1016/J.PATCOG.2005.01.023
Yingwei Zhang, Yang Zhang, Fault detection of non-Gaussian processes based on modified independent component analysis Chemical Engineering Science. ,vol. 65, pp. 4630- 4639 ,(2010) , 10.1016/J.CES.2010.05.010
Ashish Singhal, Dale E. Seborg, Evaluation of a pattern matching method for the Tennessee Eastman challenge process Journal of Process Control. ,vol. 16, pp. 601- 613 ,(2006) , 10.1016/J.JPROCONT.2005.10.005
Chang Kyoo Yoo, Jong-Min Lee, Peter A. Vanrolleghem, In-Beum Lee, On-line monitoring of batch processes using multiway independent component analysis Chemometrics and Intelligent Laboratory Systems. ,vol. 71, pp. 151- 163 ,(2004) , 10.1016/J.CHEMOLAB.2004.02.002
Manabu Kano, Shinji Hasebe, Iori Hashimoto, Hiromu Ohno, Evolution of multivariate statistical process control: application of independent component analysis and external analysis Computers & Chemical Engineering. ,vol. 28, pp. 1157- 1166 ,(2004) , 10.1016/J.COMPCHEMENG.2003.09.011
Weihua Li, H.Henry Yue, Sergio Valle-Cervantes, S.Joe Qin, Recursive PCA for adaptive process monitoring Journal of Process Control. ,vol. 10, pp. 471- 486 ,(2000) , 10.1016/S0959-1524(00)00022-6