Fuzzy-Swarm Intelligence-Based Short-Term Load Forecasting Model as a Solution to Power Quality Issues Existing in Microgrid System

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2">Membership function</td><td class="align_center" colspan="2">Initial fuzzy parameters</td><td class="align_center" colspan="2">PSO optimized parameters</td></tr><tr class="thead"><td class="align_center"><i>b</i><sub><i>i</i></sub></td><td class="align_center"><i>c</i><sub><i>i</i></sub></td><td class="align_center"><i>b</i><sub><i>i</i></sub></td><td class="align_center"><i>c</i><sub><i>i</i></sub></td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Low</td><td class="align_center">8.07</td><td class="align_center">5.5</td><td class="align_center">8.07</td><td class="align_center">5.5</td></tr><tr><td class="align_left">Normal</td><td class="align_center">4.23</td><td class="align_center">20</td><td class="align_center">4.23</td><td class="align_center">21.93</td></tr><tr><td class="align_left">High</td><td class="align_center">8.07</td><td class="align_center">34.6</td><td class="align_center">26.09</td><td class="align_center">35.19</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Fuzzy-PSO optimized result of temperature for microgrid model.</div>

Journal of Electrical and Computer Engineering

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Table 2

Table 2: Fuzzy-Swarm Intelligence-Based Short-Term Load Forecasting Model as a Solution to Power Quality Issues Existing in Microgrid System 