Research Article
A Novel Deep Learning-Based Data Analysis Model for Solar Photovoltaic Power Generation and Electrical Consumption Forecasting in the Smart Power Grid
Table 4
Dataset for solar PV power generation forecast.
| Hour | Temperature (Celsius degree) | Irradiance (kWh/m2) | Wind speed (km/h) | Humidity (%) | Inclination angle (°) |
| 0 | 27 | 3.04 | 3 | 81 | 15 | 1 | 27 | 3.1 | 2 | 83 | 14.5 | 2 | 27 | 3.4 | 2 | 84 | 15 | 3 | 27 | 3.51 | 3 | 85 | 14.6 | 4 | 28 | 3.64 | 2 | 89 | 14.5 | 5 | 29 | 3.68 | 2 | 89 | 15.6 | 6 | 29 | 3.74 | 3 | 88 | 15.2 | 7 | 29 | 4.05 | 4 | 86 | 14.6 | 8 | 29 | 4.19 | 5 | 79 | 13.7 | 9 | 30 | 4.56 | 5 | 72 | 13.4 | 10 | 31 | 4.86 | 6 | 63 | 14.8 | 11 | 32 | 5.06 | 6 | 57 | 15.6 | 12 | 33 | 5.41 | 7 | 56 | 15.5 | 13 | 33 | 5.54 | 10 | 58 | 14.3 | 14 | 32 | 5.02 | 13 | 55 | 13.4 | 15 | 32 | 4.86 | 12 | 56 | 13.8 | 16 | 31 | 4.69 | 11 | 61 | 14.4 | 17 | 31 | 3.58 | 11 | 66 | 13.6 | 18 | 30 | 3.48 | 7 | 69 | 12.1 | 19 | 29 | 3.32 | 6 | 74 | 13.5 | 20 | 28 | 3.04 | 5 | 74 | 14.2 | 21 | 28 | 3.02 | 4 | 75 | 13.5 | 22 | 27 | 3.01 | 4 | 77 | 14.1 | 23 | 27 | 3 | 3 | 79 | 15.4 |
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