Open access
Aug 2026
Synthetic Seasonal Weekly Load Profile Generation Based on Advanced Wasserstein-Distance Generative Adversarial Networks
The capability of the proposed framework to generate SWLPs preserving the statistical and temporal characteristics of real electricity consumption data is demonstrated, demonstrating a good agreement between real and synthetic data across all identified consumption-pattern clusters.
S. Narayanan, M. Nair, D. Macii et al.
· Energies · 0 citations