Online Modelling and Calculation for Operating Temperature of Silicon-Based PV Modules Based on BP-ANN

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left" colspan="2">Calculation modules</td><td class="align_center">PV module operating temperature</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left" colspan="2">Input parameters</td><td class="align_center">Solar irradiance<br/>Ambient temperature<br/>Wind speed (optional)<br/>PV output power</td></tr><tr><td class="align_left" rowspan="3">The number of neurons</td><td class="align_center">The first hidden layer</td><td class="align_center">50</td></tr><tr><td class="align_center">The second hidden layer</td><td class="align_center">30</td></tr><tr><td class="align_center">The third hidden layer</td><td class="align_center">1</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Parameter configuration list of the calculation model.

International Journal of Photoenergy

tab4

Table 4

Table 4: Online Modelling and Calculation for Operating Temperature of Silicon-Based PV Modules Based on BP-ANN 