序号 | 负荷 | 粉尘浓度 | 相对误差/% | |||
离线测量值 | BP神经网络预测值 | SVM预测值 | BP神经网络 | SVM | ||
1 | 393.3565 | 30.2249 | 29.9759 | 29.9533 | -0.8238 | -0.8986 |
2 | 357.6374 | 36.8956 | 37.019 | 36.566 | 0.4133 | -0.8933 |
3 | 382.6412 | 30.8159 | 31.9897 | 31.4571 | 1.2475 | 2.0807 |
4 | 407.1855 | 29.6506 | 29.5148 | 30.0911 | 2.5737 | 1.4856 |
5 | 414.2293 | 31.5782 | 31.0413 | 31.3146 | -1.7002 | -0.8348 |
6 | 443.1802 | 30.4092 | 29.9186 | 29.736 | 0.5299 | -2.2138 |
7 | 458.5025 | 26.6811 | 26.9115 | 26.7407 | 0.8635 | 0.2234 |
8 | 465.8155 | 23.2229 | 23.5126 | 23.4369 | 1.2475 | 0.9215 |
9 | 510.6798 | 26.2112 | 26.8858 | 26.4741 | 2.5737 | 1.003 |
10 | 537.6342 | 26.136 | 26.2745 | 26.1217 | 0.5299 | -0.0547 |
11 | 542.5109 | 22.988 | 23.083 | 22.8723 | 0.4133 | -0.5033 |
12 | 547.091 | 23.4209 | 23.0847 | 22.9892 | -1.4355 | -1.8432 |
13 | 554.1823 | 25.2151 | 25.9938 | 24.9734 | 3.0882 | -0.9586 |
14 | 559.6688 | 23.1851 | 22.9105 | 23.049 | -1.1844 | -0.587 |
15 | 586.56 | 25.0822 | 25.6056 | 25.4531 | 2.0867 | 1.4787 |
16 | 596.5223 | 26.2865 | 25.9218 | 25.9839 | -0.8238 | -1.1512 |
17 | 600.4488 | 26.7272 | 26.7106 | 26.8793 | -1.7002 | 0.5691 |
18 | 608.378 | 26.6438 | 27.4055 | 27.2595 | 0.8635 | 2.3109 |