Day Ahead Electricity Price Forecasting Based on the Deep Belief Network

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">The model</td><td class="align_center">The average error</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">DBN prediction model</td><td class="align_center">0.85</td></tr><tr><td class="align_left">EEMD model</td><td class="align_center">1.99</td></tr><tr><td class="align_left">GA-SVM</td><td class="align_center">6.30</td></tr><tr><td class="align_left">ARMA</td><td class="align_center">8.80</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of the average error of each prediction model.</div>

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tab3

Table 3

Table 3: Day Ahead Electricity Price Forecasting Based on the Deep Belief Network 