activity
20222026
most citedReal-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems

28 citations · 38 across the 4 of their papers we have counts for

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cs.LG2026

EnergyBench: a live, gate-aligned benchmark of day-ahead forecasts for European power markets

Evgenii Genov, Ander Martinez Alonso, Christoph Bergmeir

Energy forecasting models are usually compared on backtests and fixed public datasets. Backtests can use data that did not yet exist when the forecast would have been made, and a f…

cs.LG2022★ 6 cited

Evolutionary scheduling of university activities based on consumption forecasts to minimise electricity costs

Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo +2

This paper presents a solution to a predict then optimise problem which goal is to reduce the electricity cost of a university campus. The proposed methodology combines a multi-dim…