81 citations · 109 across the 11 of their papers we have counts for
3 papers · 1 filter
Application of Volterra Equations to Solve Unit Commitment Problem of Optimised Energy Storage and Generation
Ildar Muftahov, Denis Sidorov, Aleksei Zhukov +4
Development of reliable methods for optimised energy storage and generation is one of the most imminent challenges in moder power systems. In this paper an adaptive approach to loa…
Random Forest Based Approach for Concept Drift Handling
A. Zhukov, D. Sidorov, A. Foley
Concept drift has potential in smart grid analysis because the socio-economic behaviour of consumers is not governed by the laws of physics. Likewise there are also applications in…
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…