Identification of nonlinear cascade systems with output hysteresis based on the key term separation principle

Jozef Voeroes

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Identification of nonlinear cascade systems with output hysteresis based on the key term separation principle

机译：基于关键项分离原理的输出滞后非线性级联系统辨识

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摘要

An approach to modeling and identification of nonlinear cascade systems with a linear dynamic system and an output hysteresis is presented. The proposed mathematical model is based on the application of the key term separation principle and a special form of Cole-man-Hodgdon hysteresis model. A least-squares based iterative algorithm with internal variable estimation is used for the cascade systems parameter identification. The feasibility of proposed approach is demonstrated on illustrative examples.

机译：提出了一种具有线性动态系统和输出磁滞的非线性级联系统的建模和辨识方法。所提出的数学模型基于关键术语分离原理的应用和Cole-man-Hodgdon磁滞模型的一种特殊形式。带有内部变量估计的基于最小二乘的迭代算法用于级联系统参数识别。举例说明了所提出方法的可行性。

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来源
《Applied Mathematical Modelling》 |2015年第18期|5531-5539|共9页
作者
Jozef Voeroes;
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作者单位

Slovak Technical University, Faculty of Electrical Engineering and Information Technology, Ilkovicova 3, 812 19 Bratislava, Slovakia;

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收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类
关键词
Hysteresis; Cascade systems; Identification; Coleman-Hodgdon model;

机译：磁滞级联系统;鉴定;科尔曼-霍奇登模型;

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5. Identification of an internal combustion engine model by nonlinear multi-input multi-output system identification. [D] . Luh, Guan-Chun. 1994

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8. Identification of Nonlinear Output-Affine Systems Using an Orthogonal Least Squares Algorithm [R] . Billings, S. A., Korenberg, M. J., Chen, S. 1987

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Identification of nonlinear cascade systems with output hysteresis based on the key term separation principle

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