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http://dx.doi.org/10.5391/IJFIS.2013.13.4.277

Modeling of Dynamic Hysteresis Based on Takagi-Sugeno Fuzzy Duhem Model  

Lee, Sang-Yun (School of Electrical and Electronic Engineering, Yonsei University)
Park, Mignon (School of Electrical and Electronic Engineering, Yonsei University)
Baek, Jaeho (Advanced R&D Team (Digital Appliances), Samsung Electronics Co. Ltd.)
Publication Information
International Journal of Fuzzy Logic and Intelligent Systems / v.13, no.4, 2013 , pp. 277-283 More about this Journal
Abstract
In this study, we propose a novel method for modeling dynamic hysteresis. Hysteresis is a widespread phenomenon that is observed in many physical systems. Many different models have been developed for representing a hysteretic system. Among them, the Duhem model is a classical nonlinear dynamic hysteresis model satisfying the properties of hysteresis. The purpose of this work is to develop a novel method that expresses the local dynamics of the Duhem model by a linear system model. Our approach utilizes a certain type of fuzzy system that is based on Takagi-Sugeno (T-S) fuzzy models. The proposed T-S fuzzy Duhem model is achieved by fuzzy blending of the linear system model. A simulated example applied to shape memory alloy actuators, which have typical hysteretic properties, illustrates the applicability of our proposed scheme.
Keywords
Hysteresis; Modeling; Duhem model; Takagi-Sugeno fuzzy; Shape memory alloy actuator;
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Times Cited By KSCI : 3  (Citation Analysis)
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