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Mihaly Dolanyi

Université de Mons - Faculté Polytechnique

SCHOLARLY PAPERS

3

DOWNLOADS

386

TOTAL CITATIONS

8

Scholarly Papers (3)

1.

Review of Machine Learning Techniques for Optimal Power Flow

Number of pages: 43 Posted: 25 Jan 2024 Last Revised: 28 Jan 2025
Université de Mons - Faculté Polytechnique, Université de Mons - Faculté Polytechnique, Université de Mons - Faculté Polytechnique and Université de Mons - Faculté Polytechnique
Downloads 181 (418,025)
Citation 8

Abstract:

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End-to-End (E2E) learning, Learning-to-Optimize (L2O), Machine Learning, Optimal Power Flow (OPF), Power Systems

2.

Value-Oriented Price Forecasting for Arbitrage Strategies of Energy Storage Systems Through Loss Function Tuning

Number of pages: 14 Posted: 18 Apr 2024
KU Leuven, Université de Mons - Faculté Polytechnique, Université de Mons - Faculté Polytechnique, Delft University of Technology and KU Leuven
Downloads 112 (664,543)

Abstract:

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Implicit Balancing, Model Predictive Control, Value-Oriented Forecasting, Time Series Forecasting, Recurrent Neural Networks

3.

Value-Oriented Forecasting of Imbalance Prices Through Loss Function Tuning for Optimal Control of Energy Storage Systems

Number of pages: 13 Posted: 29 Nov 2023
KU Leuven, Université de Mons - Faculté Polytechnique, Université de Mons - Faculté Polytechnique, Delft University of Technology and KU Leuven
Downloads 93 (747,755)

Abstract:

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Real-Time Balancing Market, Model predictive control, Value-Oriented Forecasting, Time-Series Forecasting, Energy storage systems