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