A Power Forecasting Method for Ultra-Short-Term Photovoltaic Power Generation Using Transformer Model

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">The evaluation index</td><td class="align_center">MAE</td><td class="align_center">MSE</td><td class="align_center">MAPE</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Subset 1</td><td class="align_center">0.187</td><td class="align_center">0.1061</td><td class="align_center">0.8321</td></tr><tr><td class="align_left">Subset 2</td><td class="align_center">0.098</td><td class="align_center">0.0365</td><td class="align_center">0.5682</td></tr><tr><td class="align_left">Subset 3</td><td class="align_center">0.1331</td><td class="align_center">0.0646</td><td class="align_center">0.7431</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Experiment results of subset 1,2,3.</div>

Mathematical Problems in Engineering

tab5

Table 5

Table 5: A Power Forecasting Method for Ultra-Short-Term Photovoltaic Power Generation Using Transformer Model 