Výsledky vyhledávání - "Knueven, Bernard"

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Beyond Price-Taker: Multiscale Optimization of Wind and Battery Integrated Energy Systems

Autor: Chen, Xinhe, Gao, Xian, Guittet, Darice, Tumbalam-Gooty, Radhakrishna, Knueven, Bernard, Siirola, John D., Miller, David C., Dowling, Alexander W.

Decarbonizing global energy systems requires extensive integration of renewable energy into the electric grid. However, the intermittency and variable nature of wind and other non-dispatchable renewable resources make integration a great challenge. H

Externí odkaz: http://arxiv.org/abs/2409.08343

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Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration

Autor: Zhang, Xiangyu, Eseye, Abinet Tesfaye, Knueven, Bernard, Liu, Weijia, Reynolds, Matthew, Jones, Wesley

This paper focuses on the critical load restoration problem in distribution systems following major outages. To provide fast online response and optimal sequential decision-making support, a reinforcement learning (RL) based approach is proposed to o

Externí odkaz: http://arxiv.org/abs/2203.04166

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Akademický článek

Near-optimal solutions for day-ahead unit commitment

Autor: Yang, Dominic, Knueven, Bernard, Watson, Jean-Paul, Ostrowski, James

Publikováno v: In Electric Power Systems Research September 2024 234

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The Impacts of Convex Piecewise Linear Cost Formulations on AC Optimal Power Flow

Autor: Coffrin, Carleton, Knueven, Bernard, Holzer, Jesse, Vuffray, Marc

Despite strong connections through shared application areas, research efforts on power market optimization (e.g., unit commitment) and power network optimization (e.g., optimal power flow) remain largely independent. A notable illustration of this is

Externí odkaz: http://arxiv.org/abs/2005.14087

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