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Synthetic demand data generation for individual electricity consumers : Generative Adversarial Networks (GANs)

Load modeling is one of the crucial tasks for improving smart grids’ energy efficiency. Among many alternatives, machine learning-based load models have become popular in applications and have shown outstanding performance in recent years. The performance of these models highly relies on data qualit...

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Sonraí Bibleagrafaíochta
Main Authors: Bilgi Yilmaz, Ralf Korn
Formáid: Artigo
Teanga:Inglês
Foilsithe: Elsevier 2022-08-01
Sraith:Energy and AI
Ábhair:
Rochtain Ar Líne:http://www.sciencedirect.com/science/article/pii/S2666546822000209
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