Research Article
Chaotic Extension Neural Network-Based Fault Diagnosis Method for Solar Photovoltaic Systems
Table 4
Center point values at different irradiances and temperatures.
| | Data | Case | | C1 | C2 | C3 | C4 | C5 | C6 | C7 | C8 | C9 |
| 1000 W/m2
25°C | 510.4643 | 466.6346 | 403.0097 | 336.9965 | 440.9046 | 367.1505 | 392.7802 | 270.0989 | 318.5866 | 1000 W/m2
30°C | 423.9461 | 384.2504 | 331.8281 | 279.6135 | 360.4166 | 296.4365 | 319.305 | 223.3225 | 257.5316 | 1000 W/m2
40°C | 303.6795 | 273.2271 | 238.4073 | 203.3484 | 253.9672 | 205.7853 | 224.6499 | 162.0302 | 179.1338 | 1000 W/m2
50°C | 423.9461 | 384.2504 | 331.8281 | 279.6135 | 360.4166 | 296.4365 | 319.305 | 223.3225 | 257.5316 | 900 W/m2
25°C | 457.1445 | 423.7284 | 371.5272 | 308.6055 | 403.0104 | 340.6735 | 362.7715 | 247.7087 | 296.5857 | 900 W/m2
30°C | 386.6972 | 353.5165 | 306.1361 | 256.1142 | 333.0595 | 276.7268 | 297.0517 | 204.9426 | 240.1221 | 900 W/m2
40°C | 280.6887 | 253.7645 | 218.3704 | 186.4827 | 236.5171 | 192.9238 | 209.3046 | 148.5407 | 167.4806 | 900 W/m2
50°C | 210.7214 | 189.524 | 165.4722 | 141.7511 | 144.5628 | 141.4557 | 154.9977 | 112.7255 | 122.8688 | 800 W/m2
25°C | 391.5921 | 370.5262 | 333.048 | 280.6498 | 356.0653 | 308.557 | 326.1221 | 223.9556 | 272.0152 | 800 W/m2
30°C | 341.6574 | 316.5865 | 278.4199 | 231.5121 | 300.314 | 253.4934 | 270.7338 | 185.3674 | 221.2131 | 800 W/m2
40°C | 253.9414 | 231.2014 | 200.1783 | 168.4703 | 216.3469 | 178.0942 | 192.5487 | 134.2771 | 154.3977 | 800 W/m2
50°C | 192.0345 | 173.5387 | 150.5305 | 127.9922 | 161.1028 | 130.758 | 142.5223 | 101.6299 | 113.2707 | 700 W/m2
25°C | 314.5517 | 304.8765 | 284.1958 | 248.2921 | 297.1806 | 267.8527 | 279.592 | 199.9536 | 241.466 | 700 W/m2
30°C | 286.7018 | 271.0453 | 244.428 | 207.0795 | 259.892 | 225.1551 | 238.491 | 164.6638 | 199.2278 | 700 W/m2
40°C | 222.272 | 204.5738 | 179.3767 | 149.4428 | 192.5778 | 160.7518 | 172.9791 | 119.1263 | 140.088 | 700 W/m2
50°C | 170.4388 | 155.0974 | 134.6042 | 113.3157 | 118.4572 | 118.4572 | 128.6777 | 89.93955 | 102.556 | 600 W/m2
25°C | 233.7565 | 230.7093 | 223.2524 | 205.8939 | 227.9525 | 215.5746 | 221.084 | 174.1138 | 201.5134 | 600 W/m2
30°C | 222.609 | 215.5159 | 201.5031 | 177.5427 | 209.7437 | 189.2676 | 197.7411 | 144.0344 | 171.6018 | 600 W/m2
40°C | 184.113 | 172.3014 | 154.2809 | 130.2548 | 163.7463 | 139.8199 | 149.3071 | 103.04 | 123.3908 | 600 W/m2
50°C | 145.0369 | 133.3973 | 117.3126 | 97.81224 | 125.1117 | 104.0237 | 112.428 | 77.50333 | 90.74045 | 500 W/m2
25°C | 159.2883 | 158.5788 | 156.8393 | 152.0567 | 157.8894 | 154.6332 | 156.2005 | 138.8777 | 150.2812 | 500 W/m2
30°C | 156.1902 | 154.0336 | 149.3204 | 139.0552 | 152.0642 | 144.0444 | 147.6893 | 119.561 | 135.6136 | 500 W/m2
40°C | 139.2521 | 133.2785 | 123.1959 | 107.7763 | 128.4807 | 113.8041 | 119.9614 | 86.82071 | 102.6594 | 500 W/m2
50°C | 114.9432 | 107.4587 | 96.52619 | 81.99123 | 101.7915 | 86.67798 | 92.8941 | 64.3971 | 76.65465 | 400 W/m2
25°C | 97.18495 | 97.04757 | 96.744 | 95.95195 | 96.91125 | 96.31457 | 96.61014 | 93.35858 | 95.54372 | 400 W/m2
30°C | 96.67736 | 96.20672 | 95.20266 | 92.80305 | 95.74832 | 49.29442 | 49.44406 | 48.24918 | 48.96747 | 400 W/m2
40°C | 91.52255 | 89.52814 | 85.85849 | 79.17138 | 87.73116 | 81.62739 | 84.39876 | 67.59447 | 76.26249 | 400 W/m2
50°C | 80.47037 | 76.90738 | 71.29433 | 62.91227 | 73.94753 | 65.43214 | 69.12599 | 51.00417 | 59.25853 |
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