基于动态内并行潜结构投影的故障检测方法

基于动态内并行潜结构投影的故障检测方法

孔祥玉,陈雅琳,罗家宇,杨治艳

Fault detection method based on dynamic inner concurrent projection to latent structure

Xiang-yu KONG,Ya-lin CHEN,Jia-yu LUO,Zhi-yan YANG

表 3 质量无关故障的误报率

Tab.3 False alarm rates of quality-unrelated fault %

故障编号	DTPLS					OMDC-PLS						OM-DiCPLS
故障编号	${S_{\rm{D}}}$	${S_{{\rm{WD}}} }$	${S_{{\rm{WG}}} }$	${S_{{\rm{DT}}} }$		${S_{{\rm{CVS}}} }$	${S_{{\rm{IPS}}} }$	${S_{{\rm{IRS}}} }$	${S_{{\rm{OPS}}} }$	${S_{{\rm{ORS}}} }$		${S_{{\rm{CVS}}} }$	${S_{{\rm{IPS}}} }$	${S_{{\rm{IRS}}} }$	${S_{{\rm{OPS}}} }$	${S_{{\rm{ORS}}} }$
3	13.84	11.65	6.13	5.75		14.88	5.00	01.74	10.20	00.50		07.42	03.89	98.87	50.69	45.66
4	24.22	14.04	95.63	99.88		14.75	52.00	100.0	09.00	01.25		07.04	25.91	100.0	58.87	50.44
9	14.09	10.78	07.88	7.63		15.88	6.38	02.17	06.38	00.50		08.68	03.77	99.50	49.56	44.40
11	29.36	31.33	69.13	71.13		27.50	64.13	89.35	07.38	00.75		11.70	47.92	100.0	62.52	65.53
14	99.62	100.0	100.0	91.13		4.75	99.88	100.0	06.50	01.00		03.27	100.0	100.0	41.51	38.99
15	14.34	10.03	05.88	8.25		11.25	9.88	01.74	11.00	00.75		08.30	03.90	97.99	46.79	40.63