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M. Messagie

8 papers hereh-index 365.3k citations126 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author5

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • eess.SY5
  • cs.LG2
  • physics.soc-ph1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedReal-world validation of safe reinforcement learning, model predictive control and decision tree-based home energy management systems

28 citations · 61 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

eess.SY2022★ 1 cited

Safe reinforcement learning for multi-energy management systems with known constraint functions

Glenn Ceusters, Luis Ramirez Camargo, Rüdiger Franke +2

Reinforcement learning (RL) is a promising optimal control technique for multi-energy management systems. It does not require a model a priori - reducing the upfront and ongoing pr…

physics.soc-ph2022★ 8 cited

Renewable energy communities: do they have a business case in Flanders?

Alex Felice, Lucija Rakocevic, Leen Peters +3

Renewable energy communities (RECs) are prominent initiatives to provide end consumers an active role in the energy sector, raise awareness on the importance of renewable energy (R…

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…

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