Photovoltaic Array Reconfiguration under Partial Shading Conditions Based on Short-Circuit Current Estimated by Convolutional Neural Network

Photovoltaic Array Reconfiguration under Partial Shading Conditions Based on Short-Circuit Current Estimated by Convolutional Neural Network

Partial shading conditions (PSC) have negative effects on the operation of photovoltaic (PV) systems. In this paper, a PV array reconfiguration method is developed to minimize power losses of PV arrays under partial shading conditions. The proposed reconfiguration method is based on equalizing the r...

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Main Authors: Tuyen Nguyen-Duc, Thinh Le-Viet, Duong Nguyen-Dang, Tung Dao-Quang, Minh Bui-Quang
Format: Article
Sprog:English
Udgivet: MDPI AG 2022-08-01
Serier:Energies
Fag:
partial shading conditions
image processing
Convolutional Neural Network
dynamic photovoltaic array reconfiguration
experimental analysis
Online adgang:https://www.mdpi.com/1996-1073/15/17/6341

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