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