基于GSFA-GNPE的动态-静态联合指标间歇过程监控
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赵小强, 牟淼
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Batch Process Monitoring with Dynamic-Static Joint Indicator Based on GSFA-GNPE
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ZHAO Xiaoqiang, MOU Miao
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表5 青霉素发酵过程中4个故障批次故障检测率
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Tab.5 Fault detection rates of four failed batches during penicillin fermentation
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故障
序号 | NPE | | SFA | | TNPE | | DPCA | | GSFA-GNPE | | | T2 | SPE | S2 | SPE | T2 | SPE | T2 | SPE | BIC-C2 | BIC-SPE | BIC | | 1 | 1/0.085 | 1/0.005 | | 1/0.05 | 1/0.005 | | 1/0.06 | 0.995/0.005 | | 0.99/0.08 | 1/0.05 | | 1/0.04 | 1/0.04 | 1/0.005 | | 2 | 0.945/0.1 | 0.95/0 | | 0.875/0.02 | 0.98/0 | | 0.97/0.15 | 0.965/0.125 | | 0.915/0.25 | 0.95/0.135 | | 0.925/0.03 | 1/0 | 0.995/0.03 | | 3 | 0.99/0.08 | 1/0.01 | | 0.98/0.01 | 1/0.005 | | 1/0.065 | 1/0.02 | | 0.99/0.005 | 1/0.03 | | 1/0.01 | 1/0 | 1/0.01 | | 4 | 0.44/0.105 | 0.94/0 | | 0.925/0.065 | 0.475/0 | | 0.65/0.22 | 0.94/0 | | 0.93/0.07 | 0.915/0.05 | | 0.815/0.04 | 0.91/0 | 0.975/0.04 |
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