SOC Estimation of Lithium-Ion Battery for Electric Vehicle Based on Deep Multilayer Perceptron

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Type</td><td class="align_center">Detail</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Battery cell</td><td class="align_center">INR 18650-20R</td></tr><tr><td class="align_left">Nominal capacity</td><td class="align_center">2000mAh</td></tr><tr><td class="align_left">Cell chemistry</td><td class="align_center">LNMC/Graphite</td></tr><tr><td class="align_left">Upper cut-off voltage</td><td class="align_center">4.2 V</td></tr><tr><td class="align_left">Lower cut-off voltage</td><td class="align_center">2.5 V</td></tr><tr><td class="align_left">Nominal voltage</td><td class="align_center">3.6 V</td></tr><tr><td class="align_left">Dimensions(mm)</td><td class="align_center">18.33 ± 0.07 mm</td></tr><tr><td class="align_left">Usage temperature</td><td class="align_center">0–50°C</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Details of the batteries used in the experiment.</div>

Computational Intelligence and Neuroscience

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Table 1

Table 1: SOC Estimation of Lithium-Ion Battery for Electric Vehicle Based on Deep Multilayer Perceptron 