| 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 |
| Modeling of nonlinear dynamic systems with Volterra polynomials: elements of theory and applications AS Apartsyn, SV Solodusha, VA Spiryaev International Journal of Energy Optimization and Engineering (IJEOE) 2 (4 …, 2013 | 47 | 2013 |
| On the neural network approach for forecasting of nonstationary time series on the basis of the Hilbert-Huang transform VG Kurbatskii, DN Sidorov, VA Spiryaev, NV Tomin Automation and remote control 72, 1405-1414, 2011 | 46 | 2011 |
| Forecasting nonstationary time series based on Hilbert-Huang transform and machine learning VG Kurbatsky, DN Sidorov, VA Spiryaev, NV Tomin Automation and Remote Control 75, 922-934, 2014 | 34 | 2014 |
| The hybrid model based on Hilbert-Huang Transform and neural networks for forecasting of short-term operation conditions of power system VG Kurbatsky, DN Sidorov, VA Spiryaev, NV Tomin 2011 IEEE Trondheim PowerTech, 1-7, 2011 | 23 | 2011 |
| О нейросетевом подходе к прогнозированию нестационарных временных рядов на основе преобразования Гильберта–Хуанга ВГ Курбацкий, ДН Сидоров, ВА Спиряев, НВ Томин Автоматика и телемеханика, 58-68, 2011 | 15 | 2011 |
| Методы прогнозирования параметров режима электроэнергетических систем для целей мониторинга и управления АЗ Гамм, АМ Глазунова, ЮА Гришин, ВГ Курбацкий, ДН Сидоров, ... Электричество, 17-26, 2011 | 15 | 2011 |
| Operating conditions forecasting for monitoring and control of electric power systems NI Voropai, AM Glazunova, VG Kurbatsky, DN Sidorov, VA Spiryaev, ... 2010 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT …, 2010 | 13 | 2010 |
| Self-excited pressure pulsations in ethanol under heater subcooling AA Levin, EA Tairov, VA Spiryaev Thermophysics and Aeromechanics 24 (1), 61-71, 2017 | 12 | 2017 |
| Hybrid model for short-term forecasting in electric power system V Kutbatsky, D Sidorov, N Tomin, V Spiryaev International Journal of Machine Learning and Computing 1 (2), 138, 2011 | 12 | 2011 |
| Application of two stages adaptive neural network approach for short-term forecast of electric power systems V Kurbatsky, N Tomin, D Sidorov, V Spiryaev 2011 10th International Conference on Environment and Electrical Engineering …, 2011 | 12 | 2011 |
| Using the Hilbert-Huang transform for ANN prediction of nonstationary processes in complex power systems V Kurbatsky, D Sidorov, V Spiryaev, N Tomin 8 th World Energy System Conference “WESC, 106-110, 2010 | 12 | 2010 |
| Применение кубичного полинома Вольтерра к моделированию динамики теплообмена СВ Солодуша, ВА Спиряев, МС Щербинин iPolytech Journal 3 (2 (26)), 150-155, 2006 | 11 | 2006 |
| 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 |
| Optimal training of artificial neural networks to forecast power system state variables V Kurbatsky, D Sidorov, N Tomin, V Spiryaev International Journal of Energy Optimization and Engineering (IJEOE) 3 (1 …, 2014 | 10 | 2014 |
| Application of meta-heuristic optimization algorithms in electric power systems NI Voropai, AZ Gamm, AM Glazunova, PV Etingov, IN Kolosok, ... Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics …, 2013 | 8 | 2013 |
| О неулучшаемых ламберт-оценках решений одного класса нелинейных интегральных неравенств АС Апарцин, ВА Спиряев Труды Института математики и механики УрО РАН 16 (2), 3-12, 2010 | 8 | 2010 |
| Numerical modeling of dynamics of thermal power equipment of the power unit at the Nazarovo power station by Volterra polynomial S Solodusha, V Spiryaev, E Tairov 2019 XXI International Conference Complex Systems: Control and Modeling …, 2019 | 7 | 2019 |
| Hybrid genetic algorithms for forecasting power systems state variables V Kurbatsky, N Tomin, D Sidorov, V Spiryaev 2013 IEEE Grenoble Conference, 1-6, 2013 | 7 | 2013 |
| Electricity prices neural networks forecast using the Hilbert-Huang transform V Kurbatsky, N Tomin, D Sidorov, V Spiryaev 2010 9th International Conference on Environment and Electrical Engineering …, 2010 | 6 | 2010 |
Denis Sidorov (Д.Н. Сидоров)Professor of Russian Academy of Sciences (Elected)Verified email at isem.irk.ru
