K-Nearest Neighbors Algorithm Application in the Electrical Grid States Recognition Problems

A.L. Kulikov; D.I. Bezdushniy; V.Yu. Osokin; A.A. Sevostyanov

doi:10.1051/e3sconf/202021601032

All issues

Volume 216 (2020)

E3S Web Conf., 216 (2020) 01032

References

Open Access

Issue		E3S Web Conf. Volume 216, 2020 Rudenko International Conference “Methodological problems in reliability study of large energy systems” (RSES 2020)


Article Number		01032
Number of page(s)		5
DOI		https://doi.org/10.1051/e3sconf/202021601032
Published online		14 December 2020

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[1] Y.Y. Lyamets, G.S. Nudelman, D.V. Zinoviev, ʺMultidimensional relay protection, Part 1. Theoretical prerequisitesʺ, Electricity, no. 11, pp. 17–25, 2009. [Google Scholar]

[2] Y.Y. Lyamets, G.S. Nudelman, D.V. Zinoviev, ʺMultidimensional relay protection, Part 1. Theoretical prerequisitesʺ, Electricity, no. 11, pp. 9–15, 2009. [Google Scholar]

[3] I.V. Nagay, ʺThe functioning provision of remote backup transformers protection in conditions of series- transverse asymmetryʺ, Izvestiya vuzov, North Caucasian region. Technical science, no. 5, pp. 19–24, 2011. [Google Scholar]

[4] S.M. Ermakov, ʺMonte Carlo Method in Computational Mathematics: Introductory Course ʺ, – St. Petersburg, P. 192, 2009. [Google Scholar]

[5] C.M. Bishop, ʺPattern Recognition and Machine Learningʺ, – Berlin: Springer, P. 738, 2006. [Google Scholar]

[6] Michie D, Spiegelhalter D, Taylor C. ʺMachine Learning, Neural and Statistical Classificationʺ,— Ellis Horwood, P. 290, 1994. [Google Scholar]

[7] A.L. Gorelik, V.A. Skripkin, ʺRecognition methods: Textbook. Manual for universitiesʺ, – M.: Higher School, P.222, 1977. [Google Scholar]

[8] D.I. Bezdushniy, A.L. Kulikov, ʺThe formation of generalized characteristics of the operation of relay protection based on the method of principal componentsʺ, Relay protection and automation, Vol.34, no.1, pp. 20–27, 2019. [Google Scholar]

[9] M.V. Sharygin, A.L. Kulikov, ʺStatistical methods for recognizing modes in relay protection and automation of power supply networksʺ, Power stations, no. 2 (1039)., pp. 32–39, 2018. [Google Scholar]

[10] E.M. Schneerson, ʺDigital relay protectionʺ, – M.: Energoatomizdat, P.549, 2007. [Google Scholar]

[11] G. Van-Tris, ʺThe theory of detection, estimation and modulation. Volume 1: Theory of Detection, Estimation, and Linear Modulation: translation from english, ed. prof. V.I. Tikhonovʺ, – M.: Soviet radio, P.744, 1972. [Google Scholar]