Accurate modeling of photovoltaic modules using a 1-D deep residual network based on I-V characteristics

Published 2019 View Full Article

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Title
Accurate modeling of photovoltaic modules using a 1-D deep residual network based on I-V characteristics
Authors
Keywords
Photovoltaic modeling, Black-box modeling, I-V characteristic prediction, Deep learning, Convolutional neural network, Deep residual network
Journal
ENERGY CONVERSION AND MANAGEMENT
Volume 186, Issue -, Pages 168-187
Publisher
Elsevier BV
Online
2019-03-02
DOI
10.1016/j.enconman.2019.02.032

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