Search Results - Goran Strbac
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Novel Artificial Intelligence Applications in Energy: A Systematic Review
Published 2025-07-01Get full textThis systematic review examines state-of-the-art artificial intelligence applications in energy systems, assessing their performance, real-world deployments and transformative potential. Guided by PRISMA 2020, we searched Web of Science, IEEE Xplore, ScienceDirect, SpringerLink, and Google Scholar f...
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Smart home economic operation under uncertainty: comparing monte carlo and stochastic optimization using gaussian and KDE-based data
Published 2025-12-01Get full textThis paper investigates optimal day-ahead operation of a building-scale energy hub equipped with photovoltaics and a battery. Electricity demand and PV availability are uncertain and are represented in two ways: (i) thin-tailed normal distributions and (ii) kernel density estimation (KDE) fitted to...
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Stochastic co-optimisation of energy, frequency and carbon services considering flexible nuclear power plants
Published 2025-09-01Get full textIntegration of high levels of non-synchronous Renewable Energy Sources (RES) and nuclear power plant will play a vital role in decarbonising the electricity grid of Great Britain (GB). However, the uncertainties associated with RES may increase the risk of grid frequency deterioration, which will in...
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Toward profitable energy futures trading strategies using reinforcement learning incorporating disagreement and connectedness methods enabled by large language models
Published 2025-09-01Get full textThe energy market plays a fundamental role in the global economy, shaping energy prices, inflation, and financial stability across nations. As the world transitions toward low-carbon energy solutions, optimizing trading strategies in this complex and dynamic market has become increasingly critical f...
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