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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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| Hlavní autoři: | , |
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| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
Elsevier
2022-08-01
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| Edice: | Energy and AI |
| Témata: | |
| On-line přístup: | http://www.sciencedirect.com/science/article/pii/S2666546822000209 |
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