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...

Full description

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

Internet

http://www.sciencedirect.com/science/article/pii/S2590123024003955

Similar Items