Search Results for author: Daniel May

Found 3 papers, 0 papers with code

Decentralized Coordination of Distributed Energy Resources through Local Energy Markets and Deep Reinforcement Learning

no code implementations19 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.

Forecasting Photovoltaic Power Production using a Deep Learning Sequence to Sequence Model with Attention

no code implementations6 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.

Time Series Time Series Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.