An improved explicit double-diode model of solar cells: Fitness verification and parameter extraction

•An improved explicit double-diode model (EDDM-LW) of solar cells is proposed.•EDDM-LW achieves better fitness in representing the I-V characteristics.•The optimal parameters are extracted accurately from EDDM-LW by ITLBO algorithm. Accurate simulation of photovoltaic characteristics is now a mandat...

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Vydáno v:	Energy conversion and management Ročník 169; s. 345 - 358
Hlavní autoři:	Chen, Yujie, Sun, Yize, Meng, Zhuo
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Oxford Elsevier Ltd 01.08.2018 Elsevier Science Ltd
Témata:	algorithms Computer simulation Current voltage characteristics Double-diode model Electric resistance electrical properties Explicit model Exponential functions Fitness Machine learning Mathematical functions Mathematical models Model accuracy Optimization Optimization algorithms Parameter extraction Parameters Photovoltaic cells Photovoltaics Solar cells solar collectors Solar energy Teaching-learning-based optimization algorithm Solar cells Double-diode model Teaching-learning-based optimization algorithm Explicit model Parameter extraction
ISSN:	0196-8904, 1879-2227
On-line přístup:	Získat plný text
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