Unknown input reconstruction in non-linear dynamical systems using homotopy optimization

Vyasarayani, C P and Manikantan, R and Chakraborty, Sayan (2019) Unknown input reconstruction in non-linear dynamical systems using homotopy optimization. Vibroengineering PROCEDIA, 29. pp. 279-284. ISSN 2345-0533

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Abstract

In this work, a homotopy optimization method is proposed for reconstructing unknown inputs in non-linear dynamical systems. The unknown inputs are parametrized using a B-spline basis. This parameterization of inputs converts the unknown input identification problem into a parameter identification problem. The unknown parameters are identified through an optimization process. The proposed homotopy-based optimization method is designed to converge to the global optimal solution instead of a local minimum. The unknown parameters are obtained through a series of iterations guided by a homotopy parameter and an optimization algorithm.

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IITH Creators:
IITH CreatorsORCiD
Vyasarayani, C Phttp://orcid.org/0000-0002-3396-0484
Item Type: Article
Subjects: Physics > Mechanical and aerospace
Divisions: Department of Mechanical & Aerospace Engineering
Depositing User: Team Library
Date Deposited: 13 Dec 2019 04:50
Last Modified: 13 Dec 2019 04:50
URI: http://raiith.iith.ac.in/id/eprint/7143
Publisher URL: http://doi.org/10.21595/vp.2019.21141
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