28 citations · 61 across the 8 of their papers we have counts for
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cs.LG2023★ 10 cited
TreeC: a method to generate interpretable energy management systems using a metaheuristic algorithm
Julian Ruddick, Luis Ramirez Camargo, Muhammad Andy Putratama +2
Energy management systems (EMS) have traditionally been implemented using rule-based control (RBC) and model predictive control (MPC) methods. However, recent research has explored…
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…