no code implementations • 7 May 2018 • 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.
no code implementations • 7 Jan 2016 • Alexei Zhukov, Victor Kurbatsky, Nikita Tomin, Denis Sidorov, Daniil Panasetsky, Aoife Foley
One of the most promising approaches for complex technical systems analysis employs ensemble methods of classification.
no code implementations • 9 Apr 2014 • Victor Kurbatsky, Nikita Tomin, Vadim Spiryaev, Paul Leahy, Denis Sidorov, Alexei Zhukov
In the third section a hybrid machine learning-based algorithm using Hilbert-Huang transform is developed for short-term forecasting of power system parameters.