A Scalable Random Forest-Based Scheme to Detect and Locate Partial Shading in Photovoltaic Systems

A Scalable Random Forest-Based Scheme to Detect and Locate Partial Shading in Photovoltaic Systems

Photovoltaic (PV) systems are prone to partial shading (PS) due to the environmental factors that they function in such as vegetation, nearby structures, and clouds. All types of PS scenarios can lead to power loss and hot spots in the PV system due to module mismatch and heating of shaded cells. To...

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Bibliographic Details
Main Authors: Zain Mustafa, Maher A. Azzouz, Ahmed S. A. Awad, Ahmed Azab, Mostafa F. Shaaban
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Photovoltaic faults
partial shading
random forest
maximum power point tracking
Online Access:https://ieeexplore.ieee.org/document/10373860/

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