Solar photovoltaic model parameter identification using robust niching chimp optimization

•A niching concept is inspired to enhance the original ChOA.•RN-ChOA proposes a novel constraint handling technique.•The RN-ChOA is applied to estimate parameters on the SM55, SW255, and KC200GT.•RN-ChOA is compared with ten well-known algorithms. Researchers are becoming increasingly interested in...

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Bibliographic Details
Published in:	Solar energy Vol. 239; pp. 179 - 197
Main Authors:	Bo, Qiuyu, Cheng, Wuqun, Khishe, Mohammad, Mohammadi, Mokhtar, Mohammed, Adil Hussein
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 01.06.2022 Pergamon Press Inc
Subjects:	Algorithms Biogeography Chimp optimization algorithm Constraint modelling Crystal structure Crystallinity Irradiance Machine learning Niching concept Optimization algorithms Parameter estimation Parameter identification Parameter robustness Particle swarm optimization Photovoltaic cells Photovoltaic modules Photovoltaics RN-ChOA Robustness Solar cell Solar energy Solar cell Niching concept Chimp optimization algorithm RN-ChOA Photovoltaic modules
ISSN:	0038-092X, 1471-1257
Online Access:	Get full text
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