Particle swarm optimisation with adaptive mutation strategy for photovoltaic solar cell/module parameter extraction

•Modified particle swarm optimisation is used for photovoltaic parameter extraction.•Adaptive mutation process is introduced to the particle swarm optimisation.•The performance of the proposed algorithm is tested using several sources of data.•The proposed algorithm features good accuracy and simple...

Full description

Saved in:

Bibliographic Details
Published in:	Energy conversion and management Vol. 175; pp. 151 - 163
Main Authors:	Merchaoui, Manel, Sakly, Anis, Mimouni, Mohamed Faouzi
Format:	Journal Article
Language:	English
Published:	Oxford Elsevier Ltd 01.11.2018 Elsevier Science Ltd
Subjects:	Adaptive algorithms Adaptive mutation Algorithms Alternative energy Convergence diodes Heuristic methods Mathematical models Mutation Parameter estimation Parameter extraction Parameter identification Particle swarm optimization Photovoltaic cells Photovoltaics PSO Search process Solar cells solar collectors Solar modules Solar modules PSO Adaptive mutation Parameter extraction
ISSN:	0196-8904, 1879-2227
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!