Detecting Partial Shadowing and Mismatching Phenomena in Photovoltaic Arrays by Machine Learning Techniques

Detecting Partial Shadowing and Mismatching Phenomena in Photovoltaic Arrays by Machine Learning Techniques

A photovoltaic array including several modules in series may show mismatching due to discrepancies among the module conditions, mainly due to partial shadowing. Therefore, the shape of the current–voltage curve deeply changes with respect to the one corresponding to uniform operation. Thi...

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Bibliographic Details
Main Authors: Michel Piliougine, Rudy Alexis Guejia-Burbano, Giovanni Spagnuolo
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Open Journal of the Industrial Electronics Society
Subjects:
Decision tree
multilayer perceptron (MLP)
photovoltaic mismatch diagnosis
radial basis function (RBF)
self-organizing map (SOM)
support vector machine (SVM)
Online Access:https://ieeexplore.ieee.org/document/9896128/

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https://ieeexplore.ieee.org/document/9896128/

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