Research and Application of a New Hybrid Forecasting Model Based on Genetic Algorithm Optimization: A Case Study of Shandong Wind Farm in China

<div class="floats-full-page floats-full-page-other"><h2>Table 7</h2><div class="floats-full-page-caption">Errors comparisons of all forecasting models in site 1.</div><div class="floats-full-page-content"><table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr /></td></tr><tr class="thead"><td align="left">Models</td><td align="center">MAPE (%)</td><td align="center">MSE (m<sup>2</sup>/s<sup>2</sup>)</td><td align="center">MAE (m/s)</td></tr><tr><td class="thead-hr" colspan="4"><hr /></td></tr><tr><td align="left">BP</td><td align="center">6.0643</td><td align="center">0.5808</td><td align="center">0.5432</td></tr><tr><td align="left">ARIMA</td><td align="center">6.1497</td><td align="center">0.5814</td><td align="center">0.5588</td></tr><tr><td align="left">FAC</td><td align="center">4.6603</td><td align="center">0.6668</td><td align="center">0.4562</td></tr><tr><td align="left">EEMD-FAC</td><td align="center">4.3615</td><td align="center">0.6288</td><td align="center">0.4301</td></tr><tr><td align="left">EEMD-GA-FAC</td><td align="center">3.1165</td><td align="center">0.3357</td><td align="center">0.3050</td></tr><tr><td align="left">SAC</td><td align="center">5.3317</td><td align="center">0.7595</td><td align="center">0.5356</td></tr><tr><td align="left">EEMD-SAC</td><td align="center">4.3776</td><td align="center">0.6350</td><td align="center">0.4319</td></tr><tr><td align="left">EEMD-GA-SAC</td><td align="center">2.6109</td><td align="center">0.3027</td><td align="center">0.2622</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 7 | Research and Application of a New Hybrid Forecasting Model Based on Genetic Algorithm Optimization: A Case Study of Shandong Wind Farm in China

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Table 7: Research and Application of a New Hybrid Forecasting Model Based on Genetic Algorithm Optimization: A Case Study of Shandong Wind Farm in China

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Table 7

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<p><em>Mathematical Problems in Engineering</em> is a broad-based journal publishing&nbsp;results of rigorous engineering research across all disciplines, carried out using mathematical tools.</p>


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<p>Chief Editor, Professor Guangming Xie, is currently a full professor of dynamics and control with the College of Engineering, Peking University. His research interests include complex system dynamics and control and intelligent and biomimetic robots.</p>


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