Nonlinear Process Fault Diagnosis Based on Serial Principal Component Analysis - Deng, Xiaogang; Tian, Xuemin; Chen, Sheng; Harris, Chris J. (IEEE transaction on neural networks and learning systems, 2018)
Keywords: Case studies; Computer simulation; Data models; Diagnosis; Fault detection; Fault diagnosis; fault identification; Feature extraction; Fuses; Kernel; kernel principal component analysis (KPCA); Mathematical models; Monitoring; Nonlinear analysis; nonlinear process monitoring; Principal component analysis; Principal components analysis; Regression analysis; serial principal component analysis; similarity factor; Statistical analysis; Statistical models