79 citations · 81 across the 7 of their papers we have counts for
7 papers
Robust Dynamic Operating Envelopes in Unbalanced Three-Phase Distribution Systems
Wilhiam de Carvalho, Florin Capitanescu, Cyril Rasic +2
This paper proposes a robust optimization formulation to calculate dynamic operating envelopes (DOEs) to safely operate unbalanced three-phase distribution systems. Unlike conventi…
Allocation of Dynamic Operating Envelopes in Radial Distribution Networks
Wilhiam de Carvalho, Florin Capitanescu, Cyril Rasic +2
This paper provides an in-depth analysis on how different aspects of the dynamic operating envelope (DOE) formulation impact the computation and allocation of network capacity. We…
Decision-Focused Learning for Neural Network-Constrained HVAC Scheduling
Pietro Favaro, Jean-François Toubeau, François Vallée +1
Heating, Ventilation, and Air Conditioning (HVAC) is a major electricity end-use with a substantial potential for providing grid services, such as demand response. Harnessing this…
Decision-Focused Learning for Complex System Identification: HVAC Management System Application
Pietro Favaro, Jean-François Toubeau, François Vallée +1
As opposed to conventional training methods tailored to minimize a given statistical metric or task-agnostic loss (e.g., mean squared error), Decision-Focused Learning (DFL) trains…
Machine Learning for Improved Gas Network Models in Coordinated Energy Systems
Adriano Arrigo, Mihály Dolányi, Kenneth Bruninx +1
The current energy transition promotes the convergence of operation between the power and natural gas systems. In that direction, it becomes paramount to improve the modeling of no…
Embedding Dependencies Between Wind Farms in Distributionally Robust Optimal Power Flow
Adriano Arrigo, Jalal Kazempour, Zacharie De Grève +2
The increasing share of renewables in the electricity generation mix comes along with an increasing uncertainty in power supply. In the recent years, distributionally robust optimi…
A New Cooperative Framework for a Fair and Cost-Optimal Allocation of Resources within a Low Voltage Electricity Community
Martin Hupez, Jean-François Toubeau, Zacharie De Grève +1
This paper presents an original collaborative framework for power exchanges inside a low voltage community. The community seeks to minimize its total costs by scheduling on a daily…