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JACIII Vol.20 No.2 pp. 223-230
doi: 10.20965/jaciii.2016.p0223
(2016)

Paper:

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Asymmetric Prandtl-Ishlinskii Hysteresis Model for Giant Magnetostrictive Actuator

Zhuoyun Nie*, Chanjun Fu*, Ruijuan Liu**, Dongsheng Guo*, and Yijing Ma*

*School of Information Science and Engineering, National Huaqiao University
Xiamen 361021, China

**School of Applied Mathematics, Xiamen University of Technology
Xiamen 361024, China

Received:
November 10, 2015
Accepted:
December 10, 2015
Online released:
March 18, 2016
Published:
March 20, 2016
Creative Commons License
Keywords:
asymmetric play operator, asymmetric Prandtl–Ishlinskii model, giant magnetostrictive actuator
Abstract
An asymmetric Prandtl–Ishlinskii (API) hysteresis model for a giant magnetostrictive actuator (GMA) is proposed in this paper. The classical Prandtl–Ishlinskii (PI) model is analyzed and divided into two parts: linear function and operator summation. To enhance model asymmetry, a polynomial function is used in the API model as the center curve of the hysteresis instead of the linear function. The remaining curve of the hysteresis is modeled by a new operator that provides some basic asymmetric hysteresis. In this manner, the proposed API model requires relatively less operators and fewer parameters to describe the asymmetric hysteresis behavior of the GMA. All parameters of the API model are identified by a standard least square method. Simulation results show that the API model is very successful in formulating an asymmetric hysteresis of the GMA. In addition, it provides better identification results compared with the classical PI model.
Cite this article as:
Z. Nie, C. Fu, R. Liu, D. Guo, and Y. Ma, “Asymmetric Prandtl-Ishlinskii Hysteresis Model for Giant Magnetostrictive Actuator,” J. Adv. Comput. Intell. Intell. Inform., Vol.20 No.2, pp. 223-230, 2016.
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