Parameter identification of bidirectional IPT system using chaotic asexual reproduction optimization

Yuan, Xiaofang, Xiang, Yongzhong, Wang, Yan, Yan, Xinggang (2014) Parameter identification of bidirectional IPT system using chaotic asexual reproduction optimization. Nonlinear Dynamics, 78 (3). pp. 2113-2127. ISSN 0924-090X. (doi:10.1007/s11071-014-1585-9) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

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Official URL
http://doi.org/10.1007/s11071-014-1585-9

Abstract

Bidirectional inductive power transfer (IPT) system facilitates contactless power transfer between two sides and across an air gap, through weak magnetic coupling. Typically, this system constitutes a high-order resonant circuit and, as such, is difficult to design and control. In this study, a novel technique for parameter identification of bidirectional IPT system is presented by using chaotic asexual reproduction optimization (CARO). The asexual reproduction optimization (ARO) is a novel kind of evolutionary-based algorithm that mathematically models the budding mechanism of asexual reproduction. The CARO employs chaotic sequence to enhance ARO’s global searching ability. The parameter identification of a bidirectional IPT system is posed as an optimization process with an objective function minimizing the errors between the estimated and measured value. The implementation of the CARO-based parameter identification technique is analyzed in detail. Simulations are used to test the robustness and generalization ability of the proposed technique.

Item Type: Article
DOI/Identification number: 10.1007/s11071-014-1585-9
Subjects: T Technology
Divisions: Faculties > Sciences > School of Engineering and Digital Arts
Faculties > Sciences > School of Engineering and Digital Arts > Instrumentation, Control and Embedded Systems
Depositing User: Tina Thompson
Date Deposited: 23 Sep 2015 11:42 UTC
Last Modified: 29 May 2019 16:02 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/50590 (The current URI for this page, for reference purposes)
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