no code implementations • 19 Apr 2024 • Daniel May, Matthew Taylor, Petr Musilek
Existing studies at the intersection of transactive energy and model-free control primarily focus on socioeconomic and self-consumption metrics, overlooking the crucial goal of reducing community-level net load variability.
no code implementations • 6 Aug 2020 • Elizaveta Kharlova, Daniel May, Petr Musilek
The proposed model is based on two seminal concepts that led to significant performance improvements of deep learning approaches in other sequence-related fields, but not yet in the area of time series prediction: the sequence to sequence architecture and attention mechanism as a context generator.