Research Article
Short-Term Photovoltaic Power Generation Forecasting Based on Multivariable Grey Theory Model with Parameter Optimization
Table 1
Analysis of forecasting results on August 23.
| ā | Date | Real value (kWh) | Ordinary model | Optimization model | Recovered value (kWh) | Percent error (%) | Recovered value (kWh) | Percent error (%) |
| Sample data | 8.15 | 520 | 520 | 0 | 520 | 0 | 8.16 | 554 | 457.99 | 17.33 | 527.63 | 4.76 | 8.17 | 506 | 566.16 | 11.89 | 512.51 | 1.28 | 8.18 | 493 | 527.17 | 6.93 | 508.11 | 3.06 | 8.19 | 443 | 443.45 | 0.10 | 402.98 | 9.03 | 8.20 | 420 | 425.27 | 1.25 | 387.56 | 7.72 | 8.21 | 518 | 454.49 | 12.26 | 443.20 | 14.44 | 8.22 | 332 | 389.29 | 17.26 | 330.28 | 0.52 |
| Forecasting data | 8.23 | 263 | 381.01 | 44.87 | 310.80 | 18.17 |
|
|