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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| Format: | Article |
| Language: | English |
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Elsevier B.V.
2022
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| Subjects: | |
| Online Access: | View Fulltext in Publisher |