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 2 质量相关故障检测率

Tab.2 Detection rates of quality-related fault %

故障 编号 DTPLS OMDC-PLS OM-DiCPLS ${S_{\rm{D}}}$ ${S_{{\rm{WD}}} }$ ${S_{{\rm{WG}}} }$ ${S_{{\rm{DT}}} }$ ${S_{{\rm{CVS}}} }$ ${S_{{\rm{IPS}}} }$ ${S_{{\rm{IRS}}} }$ ${S_{{\rm{OPS}}} }$ ${S_{{\rm{ORS}}} }$ ${S_{{\rm{CVS}}} }$ ${S_{{\rm{IPS}}} }$ ${S_{{\rm{IRS}}} }$ ${S_{{\rm{OPS}}} }$ ${S_{{\rm{ORS}}} }$ 1 99.75 99.50 99.88 99.88 99.38 99.63 100.0 98.50 06.13 100.0 99.88 100.0 100.0 99.62 2 99.50 98.75 98.50 99.13 98.63 98.88 100.0 97.88 02.88 99.25 99.37 100.0 98.99 99.37 5 36.89 24.06 16.00 46.88 33.13 29.25 4.13 26.75 02.13 28.55 19.87 100.0 58.24 52.45 6 100.0 98.62 99.50 100.0 99.38 99.38 100.0 97.88 53.13 99.37 99.62 100.0 100.0 99.87 7 58.97 97.24 100.0 99.50 61.00 100.0 100.0 39.13 04.13 47.92 100.0 100.0 80.25 67.92 8 93.22 96.87 91.38 93.63 98.75 97.50 100.0 89.25 04.63 97.99 97.48 100.0 98.36 98.87 10 32.12 18.42 11.75 66.13 63.00 29.25 44.78 32.13 01.88 48.18 11.95 99.75 76.86 72.08 12 86.83 96.12 89.00 92.88 97.63 98.63 97.83 82.38 16.75 95.85 97.61 100.0 99.87 98.74 13 92.35 93.86 94.88 95.63 94.63 95.38 100.0 90.25 14.25 93.58 94.88 99.87 97.48 97.36