Fault Detection for Multimodal Process Using Quality-Relevant Kernel Neighborhood Preserving Embedding

Figure 3

Monitoring results for fault 1.

(a) Monitoring based on LLE for fault 1

(b) Monitoring based on KPLS for fault 1

(c) Monitoring based on QKNPE for fault 1