基于KPCA-IPSO-LSSVM的充填管道磨损风险预测
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骆正山,黄仁惠,申国臣
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Research on Wear Risk Prediction of Filling Pipeline Based on KPCA-IPSO-LSSVM
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Zhengshan LUO,Renhui HUANG,Guochen SHEN
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表2 充填管道磨损风险原始样本数据
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Table 2 Original sample data of filling pipeline wear risk
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| 样本 | C1/（t·m-3） | C2/mm | C3 | C4 | C5/mm | C6 | C7/mm | C8 | C9 | C10 | C11 | C12/% | 等级 |
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| 1 | 1.97 | 0.62 | 1.2 | 4.5 | 14 | 3.1 | 152 | 1.83 | 2.9 | 4.1 | 3.2 | 4.6 | Ⅱ | | 2 | 1.76 | 0.08 | 6.8 | 3.8 | 20 | 4.8 | 179 | 2.52 | 4.8 | 5.3 | 2.3 | 1.25 | Ⅲ | | ? | ? | ? | ? | ? | ? | ? | ? | ? | ? | ? | ? | ? | ? | | 73 | 1.78 | 0.05 | 4.4 | 5 | 20 | 5.6 | 148 | 1.66 | 4.7 | 5.2 | 5.2 | 1.58 | Ⅳ | | 74 | 1.78 | 0.62 | 2.1 | 3.2 | 18 | 3.1 | 168 | 1.8 | 4.2 | 2.8 | 3.2 | 1.5 | Ⅱ | | 75 | 1.69 | 0.08 | 3.5 | 4.8 | 22 | 6.2 | 145 | 3.2 | 9.6 | 5.1 | 4.2 | 0.91 | Ⅲ | | 76 | 1.83 | 0.52 | 7.4 | 6.3 | 28 | 7.7 | 69 | 1.5 | 6.7 | 4.9 | 7.5 | 1.65 | Ⅱ | | 77 | 1.92 | 0.11 | 4.8 | 4.4 | 24 | 4.8 | 98 | 3.5 | 5.8 | 5.4 | 5.5 | 1.19 | Ⅲ | | 78 | 1.92 | 0.06 | 6.9 | 4.2 | 26 | 5.6 | 104 | 3.3 | 3.8 | 5.6 | 4.7 | 1.01 | Ⅳ | | 79 | 1.71 | 0.05 | 4.4 | 6.1 | 28 | 7.2 | 72 | 1.7 | 3.5 | 7.5 | 6.8 | 2.67 | Ⅲ | | 80 | 1.68 | 0.28 | 4.2 | 4.6 | 20 | 5.5 | 78 | 1.6 | 5.2 | 5.9 | 5.5 | 1.18 | Ⅱ |
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