Fault Detection and Diagnosis of Nonlinear Processes Using Improved Kernel Independent Component Analysis (KICA) and Support Vector Machine (SVM)
Author:
Affiliation:
1. Key Laboratory of Integrated Automation of Process Industry, Ministry of Education, Northeastern University, Shenyang, Liaoning 110004, Peopleʼs Republic of China
Publisher
American Chemical Society (ACS)
Subject
Industrial and Manufacturing Engineering,General Chemical Engineering,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/ie071496x
Reference29 articles.
1. Statistical process monitoring: basics and beyond
2. Multiple-Fault Diagnosis of the Tennessee Eastman Process Based on System Decomposition and Dynamic PLS
3. Statistical process monitoring with independent component analysis
4. Between-Groups Comparison of Principal Components
5. Fault Detection and Diagnosis in Industrial Systems
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