The Impact of Data Filtration on the Accuracy of Multiple Time-Domain Forecasting for Photovoltaic Power Plants Generation
Eroshenko, Stanislav A., Khalyasmaa, Alexandra I., Snegirev, Denis A., Dubailova, Valeria V., Romanov, Alexey M., Butusov, Denis N.
Published in Applied sciences (01.11.2020)
Published in Applied sciences (01.11.2020)
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Journal Article
The Selection of Machine Learning Model and Its Hyperparameters Using Bayesian Optimization for Short-Term Wind Power Forecasting
Snegirev, Denis A., Samoylenko, Vladislav O., Pazderin, Andrew V., Bartolomey, Petr I.
Published in 2023 Belarusian-Ural-Siberian Smart Energy Conference (BUSSEC) (25.09.2023)
Published in 2023 Belarusian-Ural-Siberian Smart Energy Conference (BUSSEC) (25.09.2023)
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Conference Proceeding
Power network topology optimization based on multiobjective evolutionary approach
Eroshenko, Stanislav A., Khalyasmaa, Alexandra I., Snegirev, Denis A., Ilyushin, Pavel V.
Published in 2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) (01.10.2019)
Published in 2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) (01.10.2019)
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Conference Proceeding
Indicator-based modified genetic approach for power network reconfiguration
Eroshenko, Stanislav A., Khalyasmaa, Alexandra I., Senyuk, Mihail D., Snegirev, Denis A.
Published in 2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) (01.10.2019)
Published in 2019 IEEE 60th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON) (01.10.2019)
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Conference Proceeding
Day-ahead Solar Power Plant Forecasting Accuracy Improvement on the Hourly Basis
Snegirev, Denis A., Eroshenko, Stanislav A., Khalyasmaa, Alexandra I., Dubailova, Valeria V., Stepanova, Alina I.
Published in 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus) (01.01.2019)
Published in 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus) (01.01.2019)
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Conference Proceeding
Renewable Microgeneration Systems Modeling and Efficiency Evaluation
Snegirev, Denis A., Eroshenko, Stanislav A., Khalyasmaa, Alexandra I., Dubaylova, Valeriya V., Chung, Tran Duc
Published in 2019 60th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) (01.10.2019)
Published in 2019 60th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) (01.10.2019)
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Conference Proceeding
Functional assessment system of solar power plant energy production
Snegirev, Denis A., Valiev, Rustam T., Eroshenko, Stanislav A., Khalyasmaa, Alexandra I.
Published in 2017 International Conference on ENERGY and ENVIRONMENT (CIEM) (01.10.2017)
Published in 2017 International Conference on ENERGY and ENVIRONMENT (CIEM) (01.10.2017)
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Conference Proceeding