Research Article
Performance Prediction of Building Integrated Photovoltaic System Using Hybrid Deep Learning Algorithm
Table 1
Performance metrics of MTSF and ITSF.
| Horizon | (MTSF) | ITSF | MSE | MAPE | DA | MSE | MAPE | DA |
| | CSO | Hourly | 0.18261 | 0.20808 | 0.24048 | 0.23049 | 0.11943 | 0.11205 | Daily | 0.31734 | 0.27288 | 0.28404 | 0.22059 | 0.11025 | 0.10215 | Weekly | 0.29304 | 0.36198 | 0.29115 | 0.09189 | 0.2115 | 0.21168 | | GWO | Hourly | 0.00459 | 0.09378 | 0.13518 | 0.05148 | 0.10467 | 0.08388 | Daily | 0.05544 | 0.22689 | 0.15237 | 0.05769 | 0.09675 | 0.12132 | Weekly | 0.18171 | 0.21978 | 0.24714 | 0.08289 | 0.0927 | 0.09468 | | CSO-GWO | Hourly | 0.0036 | 0.08 | 0.11 | 0.04148 | 0.09467 | 0.07388 | Daily | 0.05544 | 0.22689 | 0.1227 | 0.045 | 0.085 | 0.11 | Weekly | 0.151 | 0.19 | 0.22 | 0.071 | 0.08 | 0.084 |
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