Research Article
Research on Feature Extraction of Performance Degradation for Flexible Material R2R Processing Roller Based on PCA
Table 3
Normalized feature parameter matrix of roller vibration signal of flexible material R2R processing.
| Num | | | | | | | | | | |
| 1 | 5.24780 | 0.85109 | 0.95367 | 0.87938 | 0.91096 | 0.83445 | 0.35141 | 0.50069 | 0.65705 | 0.48691 | 2 | 1.33210 | 0.83235 | 1.00790 | 0.91329 | 0.94204 | 0.84923 | 0.33286 | 0.41796 | 0.65118 | 0.57744 | 3 | 1.27590 | 0.85543 | 0.92999 | 0.9096 | 0.92616 | 0.85343 | 0.36774 | 0.42606 | 0.70683 | 0.54777 | 4 | 1.17040 | 0.86733 | 0.96239 | 0.94184 | 0.94926 | 0.85925 | 0.46489 | 0.58723 | 0.69018 | 0.5304 | 5 | 1.23780 | 0.86618 | 0.99268 | 0.90743 | 0.91982 | 0.86374 | 0.38293 | 0.6142 | 0.66662 | 0.63119 | 6 | 0.83498 | 0.86318 | 0.96506 | 0.92082 | 0.92572 | 0.85189 | 0.4204 | 0.52494 | 0.70804 | 0.59399 | 7 | 0.82787 | 0.87967 | 0.94304 | 0.91471 | 0.91486 | 0.86173 | 0.3526 | 0.58297 | 0.68502 | 0.67709 | 8 | 1.04540 | 0.85718 | 0.92852 | 0.92116 | 0.91787 | 0.84288 | 0.33768 | 0.53422 | 0.72647 | 0.50301 | 9 | 0.98681 | 0.88172 | 0.93863 | 0.91856 | 0.91624 | 0.85487 | 0.37413 | 0.49908 | 0.79724 | 0.50855 | 10 | 1.07670 | 0.85809 | 0.92742 | 0.89127 | 0.88667 | 0.81744 | 0.293 | 0.61353 | 0.67733 | 0.43404 | 11 | 0.92484 | 0.87578 | 0.92981 | 0.90106 | 0.89489 | 0.83697 | 0.38497 | 0.59284 | 0.73579 | 0.53098 | 12 | 0.80199 | 0.86565 | 0.96779 | 0.90902 | 0.90381 | 0.84375 | 0.31338 | 0.45851 | 0.7576 | 0.64893 | 13 | 1.26200 | 0.86441 | 0.92359 | 0.90776 | 0.90632 | 0.82802 | 0.32509 | 0.51132 | 0.74209 | 0.55272 | 14 | 0.53033 | 0.8703 | 0.98499 | 0.9328 | 0.92672 | 0.85279 | 0.41749 | 0.57655 | 0.71238 | 0.55535 | 15 | 1.21920 | 0.88188 | 0.91371 | 0.9096 | 0.90971 | 0.84631 | 0.35646 | 0.46041 | 0.79763 | 0.65166 | 16 | 0.78526 | 0.8673 | 0.97234 | 0.91513 | 0.91963 | 0.84494 | 0.32822 | 0.41072 | 0.76995 | 0.65844 | 17 | 1.03830 | 0.87362 | 0.95617 | 0.89772 | 0.88893 | 0.82824 | 0.33723 | 0.64367 | 0.70213 | 0.47288 | 18 | 0.85757 | 0.87202 | 0.93375 | 0.89177 | 0.88886 | 0.82978 | 0.35353 | 0.61725 | 0.69925 | 0.52878 | 19 | 1.41970 | 0.88696 | 0.90469 | 0.89956 | 0.89307 | 0.83592 | 0.36162 | 0.60325 | 0.71921 | 0.56362 | 20 | 1.16230 | 0.87736 | 0.96041 | 0.90994 | 0.90462 | 0.85499 | 0.39527 | 0.59506 | 0.68224 | 0.61393 | 21 | 0.74434 | 0.87358 | 0.93248 | 0.9014 | 0.8991 | 0.85338 | 0.33543 | 0.40635 | 0.79041 | 0.58087 | 22 | 0.93086 | 0.87694 | 0.96137 | 0.88809 | 0.89263 | 0.84688 | 0.34628 | 0.4697 | 0.77386 | 0.5540 | 23 | 0.93045 | 0.87721 | 0.94684 | 0.9014 | 0.91015 | 0.8571 | 0.3583 | 0.41568 | 0.77682 | 0.58423 | 24 | 1.15700 | 0.86185 | 0.97671 | 0.91061 | 0.92245 | 0.85719 | 0.35717 | 0.52333 | 0.6847 | 0.62733 | 25 | 1.01660 | 0.89488 | 0.95528 | 0.88541 | 0.90079 | 0.86499 | 0.36956 | 0.38074 | 0.83055 | 0.66191 | 26 | 1.11800 | 0.85819 | 0.92879 | 0.8777 | 0.89244 | 0.82575 | 0.37176 | 0.49598 | 0.66577 | 0.4277 | 27 | 0.78011 | 0.86437 | 0.91105 | 0.89495 | 0.89677 | 0.84211 | 0.33379 | 0.49749 | 0.77013 | 0.47703 | 28 | 1.15440 | 0.87994 | 0.93583 | 0.87302 | 0.87455 | 0.82733 | 0.31219 | 0.47241 | 0.74447 | 0.60887 | 29 | 1.21180 | 0.88856 | 0.90903 | 0.86498 | 0.87945 | 0.84929 | 0.3101 | 0.58774 | 0.76027 | 0.50516 | 30 | 1.25660 | 0.86975 | 0.95169 | 0.89018 | 0.90318 | 0.84895 | 0.3571 | 0.44156 | 0.77806 | 0.4909 | … | … | … | … | … | … | … | … | … | … | … | 721 | 1.42710 | 1.00740 | 1.07650 | 1.38690 | 1.38210 | 1.13430 | 1.84220 | 0.92952 | 0.81453 | 0.90338 | 722 | 1.11540 | 1.00290 | 1.05650 | 1.37400 | 1.37680 | 1.13130 | 1.76230 | 0.76164 | 0.86154 | 0.95271 | 723 | 1.09110 | 1.01050 | 1.09280 | 1.37570 | 1.37010 | 1.12610 | 1.78230 | 0.88685 | 0.8536 | 0.94306 | 724 | 1.09370 | 1.03290 | 1.07670 | 1.33420 | 1.33830 | 1.14380 | 1.80040 | 0.81499 | 0.93815 | 0.75555 | 725 | 1.16310 | 1.02140 | 1.14550 | 1.37700 | 1.36420 | 1.12420 | 1.82100 | 0.81819 | 0.87136 | 0.93722 | 726 | 1.33680 | 1.02560 | 1.09750 | 1.37110 | 1.36820 | 1.14370 | 1.78480 | 0.84392 | 0.88374 | 1.0203 | 727 | 1.10150 | 1.01420 | 1.06780 | 1.38650 | 1.38200 | 1.12430 | 2.01050 | 0.81309 | 0.8609 | 0.72339 | 728 | 0.80770 | 1.02520 | 1.08690 | 1.38210 | 1.36870 | 1.13370 | 1.75680 | 0.87337 | 0.80806 | 1.0769 | 729 | 1.18380 | 1.01510 | 1.06300 | 1.35800 | 1.35880 | 1.12760 | 1.75470 | 0.88476 | 0.86688 | 0.75276 | 730 | 1.0100 | 1.02530 | 1.08540 | 1.36890 | 1.36230 | 1.13010 | 1.81890 | 0.8505 | 0.8628 | 0.86240 | … | … | … | … | … | … | … | … | … | … | … | 965 | 0.47103 | 1.88220 | 1.03790 | 1.24580 | 1.31690 | 2.17220 | 4.82580 | 2.11500 | 2.92350 | 4.246500 | 966 | 0.31825 | 2.40740 | 0.96085 | 1.26850 | 1.21630 | 2.49920 | 6.30140 | 6.05190 | 4.99960 | 4.52560 | 967 | 1.01440 | 2.20690 | 0.98642 | 1.19010 | 1.22950 | 2.40810 | 6.27500 | 1.84690 | 5.75180 | 3.12620 | 968 | 0.42577 | 2.16310 | 0.88186 | 1.30240 | 1.33210 | 2.40120 | 7.95500 | 2.64480 | 4.78750 | 4.17380 | 969 | 0.99849 | 2.23220 | 0.82542 | 1.36030 | 1.35130 | 2.44600 | 7.72630 | 5.50900 | 2.94460 | 5.63400 | 970 | 0.32912 | 2.55640 | 1.15180 | 1.28070 | 1.30970 | 3.02470 | 8.88680 | 7.39780 | 4.50530 | 6.37520 | 971 | 1.56240 | 3.04540 | 1.12500 | 1.29060 | 1.27420 | 3.51590 | 11.0590 | 9.72850 | 6.0620 | 9.49780 | 972 | 1.09310 | 3.3060 | 1.92260 | 1.28020 | 1.33000 | 4.05830 | 14.4420 | 5.06680 | 6.80250 | 14.2240 | 973 | 1.17300 | 2.91760 | 1.34380 | 1.40350 | 1.36130 | 3.40270 | 13.0170 | 12.4750 | 4.90810 | 7.08970 | 974 | 1.18180 | 2.80640 | 3.14420 | 1.43390 | 1.43030 | 3.69300 | 11.060 | 6.49510 | 3.34020 | 9.79010 | 975 | 1.25600 | 3.66710 | 1.31390 | 1.44170 | 1.32560 | 4.05720 | 16.5810 | 26.1860 | 6.36340 | 7.30640 | 976 | -1.74260 | 6.06420 | 4.76000 | 1.32810 | 1.29380 | 7.09030 | 39.9160 | 18.0730 | 17.7240 | 51.8750 | 977 | 2.70040 | 4.28550 | 4.13310 | 1.32890 | 1.28530 | 5.01450 | 20.0960 | 16.0800 | 6.09340 | 23.5910 | 978 | 1.64570 | 3.66710 | 2.10340 | 1.41360 | 1.31850 | 3.97790 | 14.6520 | 22.8630 | 5.71330 | 12.9440 | 979 | 0.18971 | 2.78550 | 1.48210 | 1.31320 | 1.29200 | 3.19650 | 9.86240 | 5.91240 | 6.36077 | 9.58310 | 980 | 1.42060 | 7.09550 | 4.77030 | 1.26910 | 1.20090 | 7.33490 | 40.4410 | 54.4670 | 17.9610 | 62.3520 | 981 | 2.31030 | 3.84700 | 2.92830 | 1.28520 | 1.26070 | 4.40410 | 14.6040 | 13.1450 | 7.02880 | 19.8000 | 982 | 0.86468 | 4.47100 | 3.69830 | 1.23400 | 1.19750 | 4.76520 | 22.2780 | 21.1780 | 10.6490 | 22.7090 | 983 | -0.95567 | 0.03758 | 0.49617 | 0.05626 | 0.29191 | 0.02356 | 0.00008 | 0.00005 | 0.00003 | 0.00010 | 984 | 0.59807 | 0.02724 | 0.59677 | 0.08758 | 0.30950 | 0.01717 | 0.00005 | 0.00003 | 0.00002 | 0.00010 |
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