Improving Parameter Extraction in Photovoltaic Models: The Role of Initialization Methods in Particle Swarm

This study investigates the effect of initialization strategies on the performance of Particle Swarm Optimization (PSO) for parameter extraction in photovoltaic (PV) models, specifically the Single Diode Model (SDM) and the Double Diode Model (DDM). Two initialization methods, Uniform Random Samplin...

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Autors principals:	Abazine Ismail, Elyaqouti Mustapha, Arjdal El Hanafi, Saadaoui Driss, Choulli Imade, Hmamou Dris Ben, Lidaighbi Souad, Elhammoudy Abdelfattah, Souaidi Fatima Ezzahrae, Lahboub Ayoub, El Fahmi Brahim
Format:	Artigo
Idioma:	Inglês
Publicat:	EDP Sciences 2025-01-01
Col·lecció:	E3S Web of Conferences
Matèries:	photovoltaic systems particle swarm optimization (pso) initialization single-diode model (sdm) double diode model (ddm)
Accés en línia:	https://www.e3s-conferences.org/articles/e3sconf/pdf/2025/80/e3sconf_icegc2025_00135.pdf
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