Research on Fault Detection of FPSO Process Based on KPCA

This paper analyzes the basic principle of Kernel Principal Component Analysis.The sample data are mapped to a higher dimensional space to detect the fault by using the Gaussian kernel function to solve the small samples and nonlinear problems.The kernel principal component analysis method is used to detect the fault validity in the production of floating storage and offloading systems.