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

Figure 7

Monitoring results for fault 5.

(a) Monitoring based on LLE for fault 5

(b) Monitoring based on KPLS for fault 5

(c) Monitoring based on QKNPE for fault 5