An efficient teaching-learning-based optimization algorithm for parameters identification of photovoltaic models: Analysis and validations

•A meta-heuristic is proposed to identify unknown parameters of photovoltaic model.•To that end, a modified teaching learning-based optimization approach is designed.•Three commercial photovoltaic models are evaluated using one and two diode models.•Intensive verifications with other competing metho...

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Vydané v:	Energy conversion and management Ročník 227; s. 113614
Hlavní autori:	Abdel-Basset, Mohamed, Mohamed, Reda, Chakrabortty, Ripon K., Sallam, Karam, Ryan, Michael J.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Oxford Elsevier Ltd 01.01.2021 Elsevier Science Ltd
Predmet:	administrative management Algorithms cells diodes energy conversion Environmental factors estimation Fitness France Heuristic methods Learning Machine learning Mathematical models Modules Optimization Parameter estimation Parameter identification Parameter modification Photovoltaic cells Photovoltaics PV models solar collectors Solar energy Teaching-learning France Teaching-learning Environmental factors PV models Optimization Solar energy
ISSN:	0196-8904, 1879-2227
On-line prístup:	Získať plný text
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