Abstract
In this paper, the classical and generalized Bouc-Wen models are used to describe the hysteresis loops of Giant Magnetostrictive Actuator (GMA) for the first time. The parameters of the models are optimized with Particle Swarm optimization (PSO) algorithm. The hysteresis loops of GMA are asymmetric, and the classical Bouc-Wen model can not describe such asymmetric hysteresis loops satisfactorily, but the generalized BoucWen model can describe asymmetric hysteresis loops better. Simulation results prove the correctness of the conclusion.
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References
Jiles, D.C., Atherton, D.L.: Theory of ferromagnetic hysteresis. Journal of Magnetism and Materials 61, 48–60 (1986)
Brokate, M., Sprekels, J.: Hysteresis and Phase Transitions. Springer, New York (1996)
Mayergoyz, I.D.: Dynamic preisach model for hysteresis. IEEE Trans. Magn. 24(6) (1986)
Webb, G.V., Lagoudas, D.C., Kurdila, A.J.: Hysteresis Modeling of SMA Actuators for Control Application. Journal of Intelligent Material Systems and Structures 9, 432–448 (1998)
Kuhnen, K.: Modeling, Identification and Compensation of Complex Hysteresis Nonlinearities, A Modified Prandtl-Ishlinskii Approach. European Journal of Control 9(4), 407–418 (2003)
Mao, J., Ding, H.: Intelligent Modeling and Control for Nonlinear Systems with Rate-Dependent Hysteresis. Science in China Press 52(4), 547–722 (2009)
Ikhouan, F., Rodellar, J.: Systems with Hysteresis- Analysis, Identification and Control using the Bouc–Wen Model. John Wiley & Sons Ltd., England (2007)
Song, J., Der Kiureghian, A.: Generalized Bouc–Wen Model for Highly Asymmetric Hysteresis. Journal of Engineering Mechanics-ASCE 132(6), 610–618 (2006)
Kennedy, J., Eberhart, R.C.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, pp. 1942–1948. IEEE, Piscataway (1995)
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Guo, Y., Mao, J. (2010). Modeling of Hysteresis Nonlinearity Based on Generalized Bouc-Wen Model for GMA. In: Liu, H., Ding, H., Xiong, Z., Zhu, X. (eds) Intelligent Robotics and Applications. ICIRA 2010. Lecture Notes in Computer Science(), vol 6424. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16584-9_14
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DOI: https://doi.org/10.1007/978-3-642-16584-9_14
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