SPA-Based Modified Local Reachability Density Ratio wSVDD for Nonlinear Multimode Process Monitoring

Table 4

FAR for all test conditions on TE process.

Fault	Mode 1					Mode 3
	KPCA		SVDD	LDR-SVDD	SmLRDR-SVDD	KPCA		SVDD	LDR-SVDD	SmLRDR-SVDD
	T^2	SPE				T^2	SPE
1	0.03	0.02	0.01	0.02	0.01	0.01	0.025	0.01	0.025	0.01
2	0.03	0.01	0.005	0.015	0.005	0.015	0.025	0.005	0.02	0.015
4	0.02	0.015	0.005	0.015	0.01	0.01	0.025	0.005	0.02	0.01
5	0.02	0.015	0.01	0.01	0.01	0.02	0.05	0.05	0.015	0.015
6	0.01	0.015	0.005	0.01	0.01	0.015	0.05	0.005	0.02	0.02
7	0.02	0.02	0.005	0.01	0.01	0.02	0.055	0.005	0.02	0.02
8	0.025	0.015	0.01	0.02	0.005	0.015	0.05	0.01	0.025	0.015
10	0.025	0.02	0.005	0.02	0.005	0.015	0.04	0.005	0.025	0.01
11	0.02	0.01	0.005	0.015	0.005	0.01	0.04	0.005	0.03	0.015
12	0.02	0.015	0.005	0.015	0.005	0.02	0.04	0.01	0.025	0.01
13	0.02	0.015	0.005	0.02	0.01	0.01	0.065	0.005	0.025	0.01
14	0.02	0.01	0.01	0.02	0.005	0.01	0.07	0.01	0.03	0.01