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Information × Registration Number 0125U000428, R & D request Title Optimization of power grid operations using machine learning methods Head Tymoshenko Anatolii H., Кандидат технічних наук Registration Date 19-01-2025 Organization Higher Education Institution "Open International University of Human Development" Ukraine " popup.description1 Research on the application of machine learning methods for optimizing the operation of a local distribution network segment. Development of a multi-agent system for managing energy consumption using reinforcement learning, enabling adaptive regulation of household and small business consumption in response to changes in renewable energy generation and demand. Analysis of the efficiency of different agent training approaches and identification of optimal interaction strategies. Improvement of model training methods and network operation optimization, contributing to the advancement of smart energy systems (Smart Grid) and enhancing power grid resilience. popup.nrat_date 2025-01-19 Close