High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks

Jonathan Berrisch, Michał Narajewski, Florian Ziel

This paper covers predicting high-resolution electricity peak demand features given lower-resolution data. This is a relevant setup as it answers whether limited higher-resolution…