Search Results - "Gibescu, Madeleine"

Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science by Mocanu, Decebal Constantin, Mocanu, Elena, Stone, Peter, Nguyen, Phuong H., Gibescu, Madeleine, Liotta, Antonio

“…Through the success of deep learning in various domains, artificial neural networks are currently among the most used artificial intelligence methods. Taking…”
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On-Line Building Energy Optimization Using Deep Reinforcement Learning by Mocanu, Elena, Mocanu, Decebal Constantin, Nguyen, Phuong H., Liotta, Antonio, Webber, Michael E., Gibescu, Madeleine, Slootweg, J. G.

“…Unprecedented high volumes of data are becoming available with the growth of the advanced metering infrastructure. These are expected to benefit planning and…”
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Towards a Software-Defined Industrial IoT-Edge Network for Next-Generation Offshore Wind Farms: State of the Art, Resilience, and Self-X Network and Service Management by Mwangi, Agrippina, Sahay, Rishikesh, Fumagalli, Elena, Gryning, Mikkel, Gibescu, Madeleine

“…Offshore wind farms are growing in complexity and size, expanding deeper into maritime environments to capture stronger and steadier wind energy. Like other…”
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Impacts of Wind Power on Thermal Generation Unit Commitment and Dispatch by Ummels, B.C., Gibescu, M., Pelgrum, E., Kling, W.L., Brand, A.J.

“…This paper proposes a new simulation method that can fully assess the impacts of large-scale wind power on system operations from cost, reliability, and…”
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Towards Software-Defined Protection, Automation, and Control in Power Systems: Concepts, State of the Art, and Future Challenges by Kabbara, Nadine, Nait Belaid, Mohand Ouamer, Gibescu, Madeleine, Camargo, Luis Ramirez, Cantenot, Jerome, Coste, Thierry, Audebert, Vincent, Morais, Hugo

“…Nowadays, power systems’ Protection, Automation, and Control (PAC) functionalities are often deployed in different constrained devices (Intelligent Electronic…”
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A Real-Time Implementation and Testing of Virtualized Controllers for Software-Defined IEC 61850 Digital Substations by Kabbara, Nadine, Mwangi, Agrippina, Stefanov, Alexandru, Gibescu, Madeleine

“…This article implements and validates the performance of a virtual intelligent electronic device (vIED) framework for digital substations using a real-time…”
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Virtualized Protection, Automation, and Control in Electrical Substations: An Open-Source Dynamic Cost-Benefit Assessment Model by Vilaplana, Jose Angel Leiva, Kabbara, Nadine, Coste, Thierry, Morais, Hugo, Zerriffi, Hisham, Gibescu, Madeleine

“…Virtualization has emerged as a promising technological solution for electrical substations, driven by the convergence of information and operational…”
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On the Sensitivity of Local Flexibility Markets to Forecast Error: A Bi-Level Optimization Approach by Azari, Delaram, Shariat Torbaghan, Shahab, Cappon, Hans, Keesman, Karel J., Gibescu, Madeleine, Rijnaarts, Huub

“…The large-scale integration of intermittent distributed energy resources has led to increased uncertainty in the planning and operation of distribution…”
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Harnessing the Flexibility of Thermostatic Loads in Microgrids with Solar Power Generation by Morales González, Rosa, Shariat Torbaghan, Shahab, Gibescu, Madeleine, Cobben, Sjef

“…This paper presents a demand response (DR) framework that intertwines thermodynamic building models with a genetic algorithm (GA)-based optimization method…”
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An integrated blockchain-based energy management platform with bilateral trading for microgrid communities by van Leeuwen, Gijs, AlSkaif, Tarek, Gibescu, Madeleine, van Sark, Wilfried

“…•Optimal power flow and trading are combined in a single optimization problem.•A real dataset from a prosumer community in Amsterdam is used.•The role of a…”
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Optimizing the operation of energy storage using a non-linear lithium-ion battery degradation model by Maheshwari, Arpit, Paterakis, Nikolaos G., Santarelli, Massimo, Gibescu, Madeleine

“…•A degradation-aware market participation model for stationary storage is proposed.•A non-linear degradation model is built from experimental data for Li-ion…”
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Gaussian Mixture Based Probabilistic Load Flow For LV-Network Planning by Nijhuis, Michiel, Gibescu, Madeleine, Cobben, Sjef

“…Due the many uncertainties present in the evolution of loads and distributed generation, the use of probabilistic load flow in low voltage (LV) networks is…”
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Unsupervised energy prediction in a Smart Grid context using reinforcement cross-building transfer learning by Mocanu, Elena, Nguyen, Phuong H., Kling, Wil L., Gibescu, Madeleine

“…•We propose a new prediction method to model building energy consumption in Smart Grid.•It incorporates deep learning into reinforcement learning for…”
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Light robust co-optimization of energy and reserves in the day-ahead electricity market by Silva-Rodriguez, Lina, Sanjab, Anibal, Fumagalli, Elena, Gibescu, Madeleine

“…To accommodate the stochasticity of variable renewable energy sources (VRES) while efficiently dispatching generation resources and procuring adequate…”
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Analysis of North Sea Offshore Wind Power Variability by Buatois, Aymeric, Gibescu, Madeleine, Rawn, Barry, Van der Meijden, Mart

“…This paper evaluates, for a 2030 scenario, the impact on onshore power systems in terms of the variability of the power generated by 81 GW of offshore wind…”
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A Multi-Objective Optimization Approach to Risk-Constrained Energy and Reserve Procurement Using Demand Response by Paterakis, Nikolaos G., Gibescu, Madeleine, Bakirtzis, Anastasios G., Catalao, Joao P. S.

“…The large-scale integration of wind generation in power systems increases the need for reserve procurement in order to accommodate its highly uncertain nature,…”
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Short term wholesale electricity market designs: A review of identified challenges and promising solutions by Silva-Rodriguez, Lina, Sanjab, Anibal, Fumagalli, Elena, Virag, Ana, Gibescu, Madeleine

“…The electricity market is being increasingly challenged by new trends, such as the high penetration of intermittent renewables and the transformation of the…”
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A topological insight into restricted Boltzmann machines by Mocanu, Decebal Constantin, Mocanu, Elena, Nguyen, Phuong H., Gibescu, Madeleine, Liotta, Antonio

“…Restricted Boltzmann Machines (RBMs) and models derived from them have been successfully used as basic building blocks in deep artificial neural networks for…”
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A methodology to generate power profiles of electric vehicle parking lots under different operational strategies by Paterakis, Nikolaos G., Gibescu, Madeleine

“…•Kernel density estimation is used to model the characteristics of the EV fleet.•A method to derive representative electricity price series is proposed.•Load…”
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A Community-Based Energy Market Design Using Decentralized Decision-Making Under Uncertainty by Crespo-Vazquez, Jose Luis, AlSkaif, Tarek, Gonzalez-Rueda, Angel Manuel, Gibescu, Madeleine

“…Moving to a user-centric approach is seen as a key change of paradigm in order to increase the efficiency and sustainability of energy systems. Massive…”
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