LoaDiff: Conditional Generation of Electricity Consumption Time Series for Energy Analytics
LoaDiff is introduced, a diffusion-based generative model for year-long, sub-hourly smart-meter load curves that generates realistic and diverse load profiles, achieves a favorable trade-off between generation quality and limited evidence of memorization, and preserves information useful for downstream energy applicati...
M. Baranova, Adrien Petralia, Étienne Le Naour et al.
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