81 citations · 86 across the 3 of their papers we have counts for
4 papers
A Dynamic Analysis of Energy Storage with Renewable and Diesel Generation using Volterra Equations
Denis Sidorov, Ildar Muftahov, Nikita Tomin +5
Energy storage systems will play a key role in the power system of the twenty first century considering the large penetrations of variable renewable energy, growth in transport ele…
The Concept of the Deep Learning-Based System "Artificial Dispatcher" to Power System Control and Dispatch
Nikita Tomin, Victor Kurbatsky, Michael Negnevitsky
Year by year control of normal and emergency conditions of up-to-date power systems becomes an increasingly complicated problem. With the increasing complexity the existing control…
Ensemble Methods of Classification for Power Systems Security Assessment
Alexei Zhukov, Victor Kurbatsky, Nikita Tomin +3
One of the most promising approaches for complex technical systems analysis employs ensemble methods of classification. Ensemble methods enable to build a reliable decision rules f…
Power System Parameters Forecasting Using Hilbert-Huang Transform and Machine Learning
Victor Kurbatsky, Nikita Tomin, Vadim Spiryaev +3
A novel hybrid data-driven approach is developed for forecasting power system parameters with the goal of increasing the efficiency of short-term forecasting studies for non-statio…