A Dynamic Health Assessment Approach for Shearer Based on Artificial Immune Algorithm

Table 1

Normalized data of pattern objects for shearer.

Number										Categories
1	0.226	0.515	0.485	0.559	0.539	0.455	0.568	0.298	0.338
2	0.194	0.540	0.485	0.557	0.535	0.455	0.565	0.287	0.328
3	0.168	0.577	0.494	0.486	0.480	0.458	0.565	0.291	0.335
4	0.167	0.562	0.485	0.513	0.496	0.458	0.565	0.290	0.338
⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮
185	0.257	0.509	0.494	0.461	0.489	0.458	0.565	0.296	0.343
186	0.258	0.519	0.506	0.471	0.497	0.455	0.565	0.295	0.343
187	0.000	0.485	0.497	0.444	0.432	0.458	0.570	0.309	0.329
188	0.227	0.503	0.488	0.417	0.422	0.458	0.568	0.281	0.327
⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮
354	0.350	0.519	0.491	0.459	0.450	0.458	0.565	0.284	0.329
355	0.858	0.552	0.821	0.531	0.704	0.458	0.570	0.301	0.350
356	0.000	0.485	0.497	0.444	0.432	0.458	0.570	0.309	0.329
357	0.408	0.522	0.497	0.455	0.445	0.458	0.568	0.280	0.327
⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮
587	0.000	0.485	0.497	0.444	0.432	0.458	0.570	0.309	0.329
588	0.773	0.556	0.990	0.659	0.653	0.458	0.568	0.304	0.348
589	0.850	0.503	0.907	0.630	0.619	0.458	0.568	0.301	0.348
590	0.854	0.540	0.861	0.587	0.635	0.458	0.568	0.303	0.349
⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮
753	0.943	0.506	0.509	0.816	0.783	0.461	0.570	0.311	0.359
754	0.950	0.509	0.707	0.630	0.619	0.458	0.568	0.301	0.348
755	0.000	0.481	0.497	0.445	0.432	0.458	0.570	0.313	0.352
756	0.000	0.494	0.497	0.449	0.431	0.458	0.570	0.313	0.352
⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮
893	0.042	0.491	0.497	0.386	0.329	0.458	0.570	0.294	0.339
894	0.151	0.494	0.491	0.405	0.419	0.458	0.570	0.290	0.342
895	0.950	0.494	0.503	0.708	0.724	0.461	0.570	0.296	0.354
896	0.399	0.488	0.491	0.389	0.393	0.458	0.570	0.288	0.338
⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮
1072	0.950	0.506	0.506	0.621	0.783	0.461	0.570	0.297	0.358
1073	0.948	0.506	0.500	0.695	0.658	0.461	0.570	0.298	0.358
1074	0.950	0.509	0.707	0.630	0.619	0.458	0.568	0.301	0.348
1075	0.854	0.506	0.920	0.587	0.635	0.458	0.568	0.303	0.349
⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮	⋮
1200	0.347	0.500	0.475	0.535	0.534	0.464	0.527	0.298	0.326