Author

T. A. Jumani

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Open access Jul 2026

Solar photovoltaic fault classifications under normal and shading conditions using machine learning models

This study suggested PV monitoring systems with lower maintenance costs and energy losses, and an accurate and efficient classifier for PV defects using normal and shading condition based on advanced ML techniques like Random Forest, K-Nearest Neighbors, Decision Tree, and SVM are proposed.

Aafaque Ali, M. A. Raza, Muneera Altayeb et al. · Discover Sustainability · 0 citations