A method of structural identification of nonlinear dynamical systems with a single input and single output based on the methodology of synthesis information is set forth. Identification is realized with the use of statistical models and a set of auxiliary data obtained as a result of the application of analysis and decision algorithms based on processing of the results of measurements. Results of a simulation are presented.
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References
I. I. Perel'man, Avtom. Telemekh., No. 11, 5 (1983).
L. Lyung, Identification of Systems. A Theory for the User [in Russian], Nauka, Moscow (1991).
Identification of Systems and Control Problems SICPR'07. Proc. Sixth Intern. Conf., Trapeznikov Institute of Control Problems of the Russian Academy of Sciences, Moscow (2006).
N. S. Raybman and V. M. Chadeev, Construction of Models of Production Processes [in Russian], Energiya, Moscow (1975).
N. N. Karabutov, Adaptive Identification of Systems: Information Synthesis [in Russian], URSS, Moscow (2006).
N. N. Karabutov, “Fundamental problems of mathematical physics and simulation of technical and production systems,” Scientific Studies [in Russian], issue 10, 168, Yanus-K, Moscow (2007).
N. M. Krylov and N. N. Bogolyubov, Introduction to Nonlinear Mechanics [in Russian], Izd-vo Akad. Nauk Ukr. SSR, Kiev (1937).
V. S. Pugachev, Foundations of Automatic Control [in Russian], Nauka, Moscow (1968).
I. E. Kazakov and B.G. Dostupov, Statistical Dynamics of Nonlinear Automatic Systems [in Russian], Fizmatgiz, Moscow (1962).
V. D. Furasov, Stability of Motion, Estimation, and Stabilization [in Russian], Nauka, Moscow (1977).
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Translated from Izmeritel'naya Tekhnika, No. 9, pp. 29–33, September, 2008.
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Karabutov, N.N. Selection of the structure of a model in processing the results of measurements in control systems. Meas Tech 51, 960–966 (2008). https://doi.org/10.1007/s11018-008-9158-2
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DOI: https://doi.org/10.1007/s11018-008-9158-2