Research Article
Applying a Cerebellar Model Articulation Controller Neural Network to a Photovoltaic Power Generation System Fault Diagnosis
Table 4
Test data under 300–1000 W/m2 irradiation and PV module surface temperatures between 31 and 40°C.
| Test no. | (W) | (V) | (A) | (V) | Temperature (°C) | Irradiation (W/m2) | Known fault type |
| 1 | 869.43 | 310.84 | 2.8 | 372.56 | 31.5 | 300 | PF1 | 2 | 1195.23 | 313.34 | 3.81 | 377.94 | 32.5 | 400 | PF1 | 3 | 1399.53 | 289.25 | 4.84 | 381.82 | 33.5 | 500 | PF2 | 4 | 1695.32 | 290.62 | 5.83 | 384.93 | 34.5 | 600 | PF2 | 5 | 1758.35 | 255.11 | 6.89 | 387.41 | 35.5 | 700 | PF3 | 6 | 2013.52 | 256.87 | 7.84 | 389.52 | 36.5 | 800 | PF3 | 7 | 1949.64 | 219.32 | 8.89 | 391.26 | 37.5 | 900 | PF4 | 8 | 2164.02 | 217.65 | 9.94 | 392.78 | 38.5 | 1000 | PF4 | 9 | 761.64 | 268.98 | 2.83 | 326.78 | 39.5 | 300 | PF5 | 10 | 1064.23 | 277.81 | 3.83 | 336.43 | 31.5 | 400 | PF5 | 11 | 1183.78 | 244.95 | 4.83 | 297.45 | 32.5 | 500 | PF6 | 12 | 1433.72 | 246.19 | 5.82 | 299.85 | 33.5 | 600 | PF6 | 13 | 1441.41 | 209.59 | 6.88 | 258.68 | 34.5 | 700 | PF7 | 14 | 1650.25 | 207.82 | 7.94 | 260.08 | 35.5 | 800 | PF7 | 15 | 2251.15 | 251.19 | 8.96 | 348.29 | 36.5 | 900 | PF8 | 16 | 2498.68 | 253.42 | 9.86 | 349.63 | 37.5 | 1000 | PF8 | 17 | 602.75 | 211.32 | 2.85 | 327.28 | 38.5 | 300 | PF9 | 18 | 826.64 | 212.81 | 3.88 | 332.09 | 39.5 | 400 | PF9 | 19 | 1057.41 | 216.95 | 4.87 | 297.84 | 31.5 | 500 | PF10 | 20 | 1281.44 | 218.22 | 5.87 | 300.23 | 32.5 | 600 | PF10 |
|
|