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Advances in Mathematical Physics
Volume 2017, Article ID 3038179, 9 pages
https://doi.org/10.1155/2017/3038179
Research Article

Principal Component Analysis in the Nonlinear Dynamics of Beams: Purification of the Signal from Noise Induced by the Nonlinearity of Beam Vibrations

1Department of Applied Mathematics and Systems Analysis, Saratov State Technical University, 77 Politeknicheskaya Str., Saratov 41054, Russia
2Cybernetics Institute, National Research Tomsk Polytechnic University, 30 Lenin Avenue, Tomsk 634050, Russia
3Department of Automation, Biomechanics and Mechatronics, Lodz University of Technology, 1/15 Stefanowski St., 90-924 Lodz, Poland
4Department of Mathematics and Modelling, Saratov State Technical University, 77 Politeknicheskaya Str., Saratov 41054, Russia

Correspondence should be addressed to Jan Awrejcewicz; lp.zdol.p@wecjerwa

Received 10 October 2016; Accepted 28 November 2016; Published 16 January 2017

Academic Editor: Emmanuel Lorin

Copyright © 2017 A. V. Krysko et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

How to Cite this Article

A. V. Krysko, Jan Awrejcewicz, Irina V. Papkova, Olga Szymanowska, and V. A. Krysko, “Principal Component Analysis in the Nonlinear Dynamics of Beams: Purification of the Signal from Noise Induced by the Nonlinearity of Beam Vibrations,” Advances in Mathematical Physics, vol. 2017, Article ID 3038179, 9 pages, 2017. https://doi.org/10.1155/2017/3038179.