Neural network based semi-empirical models for dynamical systems described by differential-algebraic equations |
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Authors: | D S Kozlov Yu V Tiumentsev |
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Affiliation: | 1. Moscow Aviation Institute (National Research University), Moscow, Russia
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Abstract: | We analyzed the problem of mathematical modeling and computer simulation of nonlinear controlled dynamical systems usually described by differential-algebraic equations. The problem is proposed to be solved in the framework of the semi-empirical approach combining theoretical knowledge for the plant with training tools of artificial neural network field. The results are presented for a semi-empirical model that simulate the reentry hypersonic vehicle and confirm the efficiency of this approach. |
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