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Journal of Samara State Technical University, Ser. Physical and Mathematical Sciences, 2017, Volume 21, Number 3, Pages 556–580
DOI: https://doi.org/10.14498/vsgtu1560
(Mi vsgtu1560)
 

This article is cited in 2 scientific papers (total in 2 papers)

Mathematical Modeling, Numerical Methods and Software Complexes

Numerical method of estimation of parameters of the nonlinear differential operator of the second order

V. E. Zoteev, E. D. Stukalova, E. V. Bashkinova

Samara State Technical University, Samara, 443100, Russian Federation
Full-text PDF (858 kB) Citations (2)
(published under the terms of the Creative Commons Attribution 4.0 International License)
References:
Abstract: The main problem of mathematical simulation is the problem of nonlinear estimation of parameters of the different physical systems. The article contains new numerical method of parameters estimation of the nonlinear differential operator of the second order with the dissipative force, proportional to $n$-motion speed level assessment. Mean square estimation of coefficients of the generalized regression model constructed taking into account the difference equations describing results of measurements of a pulse response of system is the cornerstone of the numerical method. Two landmark procedure of differentiated estimation of parameters of dynamic process realized in a method allow to provide high adequacy of the constructed model to data of an experiment. Application of the developed numerical method allows to increase significantly (several times) the accuracy of estimates of parameters of the nonlinear differential operator in comparison with the known methods due to elimination of the offset in estimates caused by use of approximation in case of simulation of an envelope of vibration amplitudes.
Keywords: nonlinear differential operator, dissipative force proportional, difference equations, generalized regression model, nonlinear regression, mean square estimation.
Funding agency Grant number
Russian Foundation for Basic Research 16-01-00249_а
This work was supported by the Russian Foundation for Basic Research (project no. 16–01–00249_a).
Received: August 2, 2017
Revised: September 16, 2017
Accepted: September 18, 2017
First online: November 13, 2017
Bibliographic databases:
Document Type: Article
UDC: 517.962.24+519.246
MSC: 65C20, 65P40
Language: Russian
Citation: V. E. Zoteev, E. D. Stukalova, E. V. Bashkinova, “Numerical method of estimation of parameters of the nonlinear differential operator of the second order”, Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.], 21:3 (2017), 556–580
Citation in format AMSBIB
\Bibitem{ZotStuBas17}
\by V.~E.~Zoteev, E.~D.~Stukalova, E.~V.~Bashkinova
\paper Numerical method of estimation of parameters
of~the~nonlinear differential operator of the second order
\jour Vestn. Samar. Gos. Tekhn. Univ., Ser. Fiz.-Mat. Nauki [J. Samara State Tech. Univ., Ser. Phys. Math. Sci.]
\yr 2017
\vol 21
\issue 3
\pages 556--580
\mathnet{http://mi.mathnet.ru/vsgtu1560}
\crossref{https://doi.org/10.14498/vsgtu1560}
\zmath{https://zbmath.org/?q=an:06964804}
\elib{https://elibrary.ru/item.asp?id=32248397}
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  • https://www.mathnet.ru/eng/vsgtu/v221/i3/p556
  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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