A novel dynamic/adaptive K-nearest neighbor model for the prediction of solar photovoltaic systems’ performance

A novel dynamic/adaptive K-nearest neighbor model for the prediction of solar photovoltaic systems’ performance

The inherent variability in solar Photovoltaic (PV) systems motivates developing dynamic and adaptive data-driven models capable of accurately predicting the systems’ performance. A dynamic/adaptive K-Nearest Neighbor (K-NN) model to estimate the conversion efficiency of a solar PV system is propose...

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Bibliographic Details
Main Authors:	Sameer Al-Dahidi, Bashar Hammad, Mohammad Alrbai, Mohammad Al-Abed
Format:	Article
Language:	English
Published:	Elsevier 2024-06-01
Series:	Results in Engineering
Subjects:	Solar PV system Prediction Machine learning K-nearest neighbor Conversion efficiency Dust accumulation
Online Access:	http://www.sciencedirect.com/science/article/pii/S2590123024003955

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