Nonlinear Fault Detection Based on An Improved Kernel Approach

Abstract

Quality-related issue is a recently raised subject that attracts a lot of attention in process monitoring community. Since most industrial processes present more or less nonlinear characteristics, the study of nonlinear quality-related methods is thus very necessary. Most of the existing methods are based on a kernel partial least square (KPLS) model… (More)
DOI: 10.1109/ACCESS.2018.2802939

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