Professor | AGH University of Krakow | Poland
Prof. Dr. Alla Polyanska focuses on energy systems and smart technologies, with recent research emphasizing sustainable energy transitions and advanced electricity load forecasting. Her work applies a multicriteria approach to assess the effectiveness of energy transition strategies across EU countries, providing insights into policy outcomes and optimization of renewable integration. Additionally, she develops hybrid predictive models combining ARIMA, LSTM, and Random Forest algorithms for intelligent electricity load forecasting, enhancing accuracy in demand prediction and grid management. Her research bridges energy policy evaluation and data-driven modeling, contributing to more efficient, resilient, and sustainable energy systems in Europe.
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