Search Results - "De Greve, Zacharie"

Wasserstein distributionally robust chance-constrained optimization for energy and reserve dispatch: An exact and physically-bounded formulation by Arrigo, Adriano, Ordoudis, Christos, Kazempour, Jalal, De Grève, Zacharie, Toubeau, Jean-François, Vallée, François

“…•A distributionally robust energy and reserve dispatch problem is developed.•An exact reformulation for distributionally robust chance constraints is…”
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Reliability Analysis of Cyber-Physical Energy Hubs: A Monte Carlo Approach by Faraji, Jamal, Aslani, Mehrdad, Hashemi-Dezaki, Hamed, Ketabi, Abbas, Greve, Zacharie De, Vallee, Francois

“…In this paper, the reliability of cyber-physical energy hubs (CPEHs) is evaluated based on the Monte Carlo simulation (MCS) method. Previous works in the…”
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Machine Learning Techniques for Improving Self-Consumption in Renewable Energy Communities by Grève, Zacharie De, Bottieau, Jérémie, Vangulick, David, Wautier, Aurélien, Dapoz, Pierre-David, Arrigo, Adriano, Toubeau, Jean-François, Vallée, François

“…Renewable Energy Communities consist in an emerging decentralized market mechanism which allows local energy exchanges between end-users, bypassing the…”
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Enhanced integration of flow-based market coupling in short-term adequacy assessment by Zad, Bashir Bakhshideh, Toubeau, Jean-François, Vatandoust, Behzad, Bruninx, Kenneth, Grève, Zacharie De, Vallée, François

“…•Data-driven method is proposed to integrate flow-based domains into adequacy study.•FB domains are incorporated into adequacy study via the goal-oriented…”
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Recalibration of recurrent neural networks for short-term wind power forecasting by Toubeau, Jean-François, Dapoz, Pierre-David, Bottieau, Jérémie, Wautier, Aurélien, De Grève, Zacharie, Vallée, François

“…•Different LSTM-based models for wind power prediction are constructed.•The different models exhibit diverse prediction performances.•Online recalibration of…”
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Deep Reinforcement Learning-Based Voltage Control to Deal with Model Uncertainties in Distribution Networks by Toubeau, Jean-François, Bakhshideh Zad, Bashir, Hupez, Martin, De Grève, Zacharie, Vallée, François

“…This paper addresses the voltage control problem in medium-voltage distribution networks. The objective is to cost-efficiently maintain the voltage profile…”
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New approach to determine the healthy immune variations by combining clustering methods by Liefferinckx, Claire, De Grève, Zacharie, Toubeau, Jean-François, Perée, Hélène, Quertinmont, Eric, Tafciu, Vjola, Minsart, Charlotte, Rahmouni, Souad, Georges, Michel, Vallée, François, Franchimont, Denis

“…Immune-mediated inflammatory diseases are characterized by variability in disease presentation and severity but studying it is a challenging task. Defining the…”
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Refinement of Homogenized Magnetodynamic Models of Wound Inductors Using Finite-Element Subproblems by De Greve, Zacharie, Dular, Patrick, Gyselinck, Johan, Geuzaine, Christophe, Deblecker, Olivier, Lobry, Jacques

“…In this paper, a methodology for refining the large-scale solutions obtained by 2-D magnetodynamic homogenized models of high-frequency inductor windings is…”
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Robust Optimization for Hydroelectric System Operation Under Uncertainty by Apostolopoulou, Dimitra, De Greve, Zacharie, McCulloch, Malcolm

“…In this paper,  we propose an optimal dispatch scheme for a cascade hydroelectric power system that maximizes the head levels of each dam, and minimizes the…”
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Influence of material uncertainties on the RLC parameters of wound inductors modeled using the finite element method by Lossa, Geoffrey, Deblecker, Olivier, Grève, Zacharie De

“…In this work, we highlight the influence of the material uncertainties (magnetic permeability, electric conductivity of a Mn-Zn ferrite core, and electric…”
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Medium-Term Multimarket Optimization for Virtual Power Plants: A Stochastic-Based Decision Environment by Toubeau, Jean-Francois, De Greve, Zacharie, Vallee, Francois

“…This paper presents a decision-making tool tailored for a portfolio manager aiming at maximizing its profit by participating in both energy and balancing…”
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Very-Short-Term Probabilistic Forecasting for a Risk-Aware Participation in the Single Price Imbalance Settlement by Bottieau, Jeremie, Hubert, Louis, De Greve, Zacharie, Vallee, Francois, Toubeau, Jean-Francois

“…The single imbalance pricing is an emerging mechanism in European electricity markets where all positive and negative imbalances are settled at a unique price…”
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Long-Term Planning of Connected Industrial Microgrids: A Game Theoretical Approach Including Daily Peer-to-Microgrid Exchanges by Stevanoni, Charline, De Greve, Zacharie, Vallee, Francois, Deblecker, Olivier

“…In this paper, a tool for the long-term (LT) planning, i.e., up to 20 years, of industrial microgrids (IMGs) connected to the distribution network and made of…”
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Physics-informed machine learning for forecasting power exchanges at the interface between transmission and distribution systems by Rosseel, Arnaud, Bakhshideh Zad, Bashir, Vallée, François, De Grève, Zacharie

“…Power exchanges at Transmission–Distribution interfaces are crucial for both the Transmission System Operators (TSOs) and the Distribution System Operators…”
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Interpretable Transformer Model for Capturing Regime Switching Effects of Real-Time Electricity Prices by Bottieau, Jeremie, Wang, Yi, De Greve, Zacharie, Vallee, Francois, Toubeau, Jean-Francois

“…Real-time electricity prices are economic signals incentivizing market players to support real-time system balancing. These price signals typically switch…”
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A forecast-driven stochastic optimization method for proactive activation of manual reserves by Allard, Julien, Arrigo, Adriano, Bottieau, Jérémie, Bertrand, Gilles, De Grève, Zacharie, Vallée, François

“…Reducing operating balancing costs is paramount for an affordable transition towards renewable-dominated power systems. In European balancing markets,…”
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An advanced day-ahead bidding strategy for wind power producers considering confidence level on the real-time reserve provision by Hosseini, Seyyed Ahmad, Toubeau, Jean-François, De Grève, Zacharie, Vallée, François

“…•Wind power bidding in energy and reserve market respecting reliability of reserve bid.•The proposed model is recast in a tractable mixed-integer linear…”
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Embedding Dependencies Between Wind Farms in Distributionally Robust Optimal Power Flow by Arrigo, Adriano, Kazempour, Jalal, De Greve, Zacharie, Toubeau, Jean-Francois, Vallee, Francois

“…The increasing share of renewables in the electricity generation mix comes along with an increasing uncertainty in power supply. In the recent years,…”
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Active Rectification For the Optimal Command of Bidirectional Resonant Wireless Power Transfer Robust to Severe Circuit Parameters Deviations by Desmoort, Alexis, Deblecker, Olivier, De Greve, Zacharie

“…In this article, a method resorting to active rectification for the optimal control of a bidirectional resonant wireless power transfer system is proposed…”
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Machine learning-assisted outage planning for maintenance activities in power systems with renewables by Toubeau, Jean-François, Pardoen, Lorie, Hubert, Louis, Marenne, Nicolas, Sprooten, Jonathan, De Grève, Zacharie, Vallée, François

“…The optimal coordination of maintenances is becoming increasingly important to guarantee the security of supply in renewable-dominated power systems. However,…”
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