Artificial intelligence applications in power systems
Main publications:
V. G. Kurbatskii, D. N. Sidorov, V. A. Spiryaev, N. V. Tomin,, “O neirosetevom podkhode k prognozirovaniyu nestatsionarnykh vremennykh ryadov na osnove preobrazovaniya Gilberta–Khuanga”, Avtomat. i telemekh., 2011, № 7, 58–68
V. G. Kurbatskii, D. N. Sidorov, V. A. Spiryaev, N. V. Tomin, “Prognozirovanie nestatsionarnykh vremennykh ryadov na osnove preobrazovaniya Gilberta–Khuanga i mashinnogo obucheniya”, Avtomat. i telemekh., 2014, № 7, 143-158
A. Zhukov, N. Tomin, D. Sidorov, V. Kurbatsky, D. Panasetsky, On-Line Power Systems Security Assessment Using Data Stream Random Forest Algorithm Modification, Innovative Computing, Optimization and Its Applications: Modelling and Simulations,, Studies in Computational Intelligence, 741, Springer Ac. Publ. AG, Berlin–Heidelberg, 2018
N. Tomin, A. Zhukov, D. Sidorov, V. Kurbatsky, D. Panasetsky, V. Spiryaev, “Random Forest Based Model for Preventing Large-Scale Emergencies in Power Systems”, Journal of Artificial Intelligence, 13:1 (2015), 211–228