Table 2 The input variables associated with each feature combination
From: Short-term photovoltaic power production forecasting based on novel hybrid data-driven models
Feature combination | Input variables |
|---|---|
F1 | \({v}_{i}^{3}\) |
F2 | \({v}_{i}^{7}\) |
F3 | \({v}_{i}^{8}\) |
F4 | \({v}_{i}^{10}\) |
F5 | \({v}_{i}^{8}, {v}_{i}^{10}\) |
F6 | \({v}_{i}^{3}, {v}_{i}^{10}\) |
F7 | \({v}_{i}^{4},{v}_{i}^{10}\) |
F8 | \({v}_{i}^{7}, {v}_{i}^{8},{v}_{i}^{10}\) |
F9 | \({v}_{i}^{4}, {v}_{i}^{8},{v}_{i}^{10}\) |
F10 | \({v}_{i}^{3}, {v}_{i}^{8},{v}_{i}^{10}\) |
F11 | \({v}_{i}^{3}, {v}_{i}^{7},{v}_{i}^{8},{v}_{i}^{10}\) |
F12 | \({v}_{i}^{1}, {v}_{i}^{2},{v}_{i}^{3},{v}_{i}^{8},{v}_{i}^{10}\) |
F13 | \({v}_{i}^{1}, {v}_{i}^{2},{v}_{i}^{3}{,{v}_{i}^{7}v}_{i}^{8},{v}_{i}^{10}\) |
F14 | \({v}_{i}^{1}, {v}_{i}^{2},{v}_{i}^{3}{,{v}_{i}^{4},v}_{i}^{8},{v}_{i}^{10}\) |
F15 | \({v}_{i}^{1}, {v}_{i}^{2},{v}_{i}^{3}{,{v}_{i}^{4},{v}_{i}^{7},v}_{i}^{8},{v}_{i}^{10}\) |
F16 | \({v}_{i}^{1}, {v}_{i}^{2},{v}_{i}^{3}{,{v}_{i}^{4},{v}_{i}^{5},v}_{i}^{6},{v}_{i}^{7}, {v}_{i}^{8},{v}_{i}^{10}\) |
F17 | \({v}_{i}^{1}, {v}_{i}^{2},{v}_{i}^{3}{,{v}_{i}^{4},{v}_{i}^{5},v}_{i}^{6},{v}_{i}^{7}, {v}_{i}^{8},{v}_{i}^{9},{v}_{i}^{10}\) |