Impact of Normalization Techniques on Synthetic Load Profile Generation Using Deep Generative Models

Synthetic load profiles are increasingly employed in power system studies as a cost-effective and privacy-preserving alternative to extensive smart meter deployments, with deep generative models (DGMs) showing promising results in capturing complex demand patterns. However, the impact of data normal...

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Bibliographic Details
Main Authors: Luis H. T. Bandoria, Walquiria N. Silva, Madson C. De Almeida
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11121160/
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