Nikita Tomin
Nikita Tomin
Институт систем энергетики им Л.А. Мелентьева СО РАН
E-mailová adresa ověřena na: isem.irk.ru
NázevCitaceRok
Development of an intelligent system for preventing large-scale emergencies in power systems
M Negnevitsky, N Voropai, V Kurbatsky, N Tomin, D Panasetsky
2013 IEEE Power & Energy Society General Meeting, 1-5, 2013
342013
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
282015
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 (7), 1405-1414, 2011
262011
Intelligent coordinated operation and emergency control in electric power systems
NI Voropai, IN Kolosok, VG Kurbatsky, PV Etingov, NV Tomin, ES Korkina, ...
IFAC Proceedings Volumes 43 (1), 198-203, 2010
262010
Intelligent approach for preventing large-scale emergencies in electric power systems
M Negnevitsky, N Tomin, D Panasetsky, V Kurbatsky
Powertech 2013, 1-6, 2013
212013
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
172011
Machine learning techniques for power system security assessment
NV Tomin, VG Kurbatsky, DN Sidorov, AV Zhukov
IFAC-PapersOnLine 49 (27), 445-450, 2016
152016
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 (5), 922-934, 2014
142014
Artificial intelligence technologies for monitoring large power interconnections
VG Kurbatsky, NV Tomin
Proceedings 4th International Conference “Liberalization and Modernization …, 2009
142009
Use of the “ANAPRO” software to analyze and forecast operating parameters and technological characteristics on the basis of macro applications
VG Kurbatsky, NV Tomin
2009 IEEE Bucharest PowerTech, 1-8, 2009
132009
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
122019
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
122015
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
112011
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
112010
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
102014
Preventive and emergency control of intelligent power systems
NI Voropai, VG Kurbatsky, NV Tomin, DA Panasetsky
2012 3rd IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 1-7, 2012
102012
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
102010
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
92015
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
92011
Application of the ANAPRO software for analysis and forecasting of state parameters and process characteristics in electric power systems
VG Kurbatsky, NV Tomin
Proceedings of the 8 th Baikal All-Russian Conf.“Information and …, 2008
92008
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Články 1–20