Research on identification of irrational fractional-order systems in frequency domain based on optimization algorithm

被引:2
|
作者
Chen Lanfeng [1 ,2 ]
Xue Dingyu [1 ]
机构
[1] Northeastern Univ, Sch Informat Sci & Engn, Shenyang, Liaoning, Peoples R China
[2] Shenyang Normal Univ, Coll Phys Sci & Technol, Shenyang, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
Irrational fractional-order system; convolution integral; optimization algorithm; model parameters; rationalization of the irrational model; PARTICLE SWARM OPTIMIZATION;
D O I
10.1177/0142331219857304
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fractional-order calculus can obtain better results than the integer-order in control theory, so it has become a research hotspot in recent years. However, the structure of the irrational fractional-order system is complex, so its theoretical analysis and controller design are more difficult. In this paper, a method based on convolution integral is proposed to obtain the frequency domain response of the irrational model. Combined with the optimization algorithm, the model parameters are identified. Moreover, the rationalization of the irrational model is realized, which facilitates the analysis and application design of this kind models. Finally, two examples are given to illustrate the effectiveness and feasibility of the method by identifying parameters and rationalization.
引用
收藏
页码:4351 / 4357
页数:7
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