Aleksei Vakhnin
Doctoral Researcher
Department of Environmental and Biological Sciences, Faculty of Science, Forestry and Technology
Publications
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A Novel Multi-Objective Hybrid Evolutionary-Based Approach for Tuning Machine Learning Models in Short-Term Power Consumption Forecasting
Vakhnin, Aleksei; Ryzhikov, Ivan; Niska, Harri; Kolehmainen, Mikko, 2024, AI, 5, 4, 2461-2496. A1 Journal article (refereed), original research -
Weather-Based Prediction of Power Consumption in District Heating Network: Case Study in Finland
Vakhnin, Aleksei; Ryzhikov, Ivan; Brester, Christina; Niska, Harri; Kolehmainen, Mikko, 2024, Energies, 17, 12, 2840. A1 Journal article (refereed), original research