| Random forest based approach for concept drift handling AV Zhukov, DN Sidorov, AM Foley Analysis of Images, Social Networks and Texts: 5th International Conference …, 2017 | 64 | 2017 |
| Ensemble methods of classification for power systems security assessment A Zhukov, N Tomin, V Kurbatsky, D Sidorov, D Panasetsky, A Foley Applied computing and informatics 15 (1), 45-53, 2019 | 59 | 2019 |
| GIMLi: Global Ionospheric total electron content model based on machine learning AV Zhukov, YV Yasyukevich, AE Bykov GPS Solutions 25 (1), 19, 2021 | 55 | 2021 |
| Machine learning techniques for power system security assessment NV Tomin, VG Kurbatsky, DN Sidorov, AV Zhukov IFAC-PapersOnLine 49 (27), 445-450, 2016 | 54 | 2016 |
| Random forest based model for preventing large-scale emergencies in power systems N Tomin, A Zhukov, D Sidorov, V Kurbatsky, D Panasetsky, V Spiryaev International Journal of Artificial Intelligence 13 (1), 211-228, 2015 | 51 | 2015 |
| Toward zero-emission hybrid AC/DC power systems with renewable energy sources and storages: A case study from lake Baikal region D Sidorov, D Panasetsky, N Tomin, D Karamov, A Zhukov, I Muftahov, ... Energies 13 (5), 1226, 2020 | 50 | 2020 |
| Deep reinforcement learning for energy microgrids management considering flexible energy sources N Tomin, A Zhukov, A Domyshev EPJ Web of Conferences 217, 01016, 2019 | 36 | 2019 |
| Machine learning methodology for ionosphere total electron content nowcasting A Zhukov, D Sidorov, A Mylnikova, Y Yasyukevich Int. J. Artif. Intell 16 (1), 144-157, 2018 | 36 | 2018 |
| Control of accuracy on Taylor-collocation method for load leveling problem N Samad, S Denis, M Ildar, Z Aleksei Известия Иркутского государственного университета. Серия: Математика 30, 59-72, 2019 | 32 | 2019 |
| A random forest-based approach for voltage security monitoring in a power system M Negnevitsky, N Tomin, V Kurbatsky, D Panasetsky, A Zhukov, ... 2015 IEEE Eindhoven PowerTech, 1-6, 2015 | 23 | 2015 |
| Energy balancing using charge/discharge storages control and load forecasts in a renewable-energy-based grids D Sidorov, Q Tao, I Muftahov, A Zhukov, D Karamov, A Dreglea, F Liu 2019 Chinese Control Conference (CCC), 6865-6870, 2019 | 22 | 2019 |
| Development of software for modelling decentralized intelligent systems for security monitoring and control in power systems D Panasetsky, N Tomin, N Voropai, V Kurbatsky, A Zhukov, D Sidorov 2015 IEEE Eindhoven PowerTech, 1-6, 2015 | 19 | 2015 |
| A hybrid artificial neural network for voltage security evaluation in a power system A Zhukov, N Tomin, D Sidorov, D Panasetsky, V Spirayev 2015 5th International Youth Conference on Energy (IYCE), 1-8, 2015 | 18 | 2015 |
| On-line power systems security assessment using data stream random forest algorithm modification A Zhukov, N Tomin, D Sidorov, V Kurbatsky, D Panasetsky Innovative computing, optimization and its applications: modelling and …, 2018 | 16 | 2018 |
| Optimization of isolated power systems with renewables and storage batteries based on nonlinear Volterra models for the specially protected natural area of lake Baikal DN Karamov, DN Sidorov, IR Muftahov, AV Zhukov, F Liu Journal of Physics: Conference Series 1847 (1), 012037, 2021 | 11 | 2021 |
| Development of computional intelligence-based algorithms of preventing voltage collapse in power systems with a complex multi-loop structure N Voropai, N Tomin, V Kurbatsky, D Panasetsky, D Sidorov, A Zhukov 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), 1-5, 2016 | 11 | 2016 |
| A suite of intelligent tools for early detection and prevention of blackouts in power interconnections NI Voropai, NV Tomin, DN Sidorov, VG Kurbatsky, DA Panasetsky, ... Automation and Remote Control 79, 1741-1755, 2018 | 10 | 2018 |
| A hybrid wind speed forecasting strategy based on Hilbert-Huang transform and machine learning algorithms N Tomin, D Sidorov, V Kurbatsky, V Spiryaev, A Zhukov, P Leahy 2014 International Conference on Power System Technology, 2980-2986, 2014 | 10 | 2014 |
| Voltage/VAR control and optimization: aI approach N Tomin, V Kurbatsky, D Panasetsky, D Sidorov, A Zhukov IFAC-PapersOnLine 51 (28), 103-108, 2018 | 9 | 2018 |
| Volterra models in load leveling problem D Sidorov, A Zhukov, A Foley, A Tynda, I Muftahov, D Panasetsky, Y Li E3S Web of Conferences 69, 01015, 2018 | 9 | 2018 |
Denis Sidorov (Д.Н. Сидоров)Professor of Russian Academy of Sciences (Elected)Verified email at isem.irk.ru
