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

Table 3

MAR 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	0.9513	0.005	0.0025	0.0025	0	0.9925	0.0138	0.0088	0.0075	0.005
2	0.8725	0.0075	0.005	0.0025	0.0013	0.9083	0.27	0.0388	0.0075	0.0363
4	0.9863	0.9713	0	0	0	0.9838	0.875	0	0	0
5	0.9863	0.9775	0.965	0.9063	0.9313	0.9775	0.9975	0.0838	0.0325	0.0025
6	0.9854	0.5773	0	0	0	0.9877	0.5802	0	0	0
7	0.9838	0.9338	0	0	0	0.9763	0.8825	0	0	0
8	0.63	0.0188	0.0175	0.0175	0.0112	0.565	0.0163	0.0163	0.015	0.01
10	0.9663	0.96	0.8338	0.5333	0.4413	0.9588	0.7863	0.565	0.2875	0.105
11	0.94	0.5372	0.1625	0.015	0	0.9475	0.7213	0.235	0.015	0
12	0.9588	0.8113	0.6363	0.4888	0.2688	0.6075	0.0213	0.0175	0.0075	0.0025
13	0.4663	0.0238	0.0225	0.0225	0.0213	0.4675	0.07	0.0587	0.0262	0.0112
14	0.9875	0.9538	0.7075	0.1062	0	0.985	0.8725	0.6038	0.0075	0