Fitting of the initialization function of fractional order systems

被引:7
作者
Zhao, Yanting [1 ]
Wei, Yiheng [1 ]
Shuai, Jianmei [1 ]
Wang, Yong [1 ]
机构
[1] Univ Sci & Technol China, Dept Automat, Hefei, Anhui, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Fractional order systems; Initial value problem; Initialization function; Long memory property; Aberration phenomenon; IDENTIFICATION; ALGORITHMS;
D O I
10.1007/s11071-018-4278-y
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The initial value problem of fractional order systems is studied further in this paper. Firstly, a new concept is put forward and named as aberration phenomenon, which reflects the complexity and the importance of the initial value problem. Then, the knowledge of the long memory property is reviewed for the purpose of revealing the nature of this phenomenon. As a result, it is involved with the so-called pre-initial process which describes the dynamic characteristic of fractional order systems before the initial state. Afterward, the definition of nonlinear time-varying initialization function is studied and the method of segmented linearization is proposed to fit the initialization function; meanwhile, other ideas on function fitting are provided as the follow-up study. Finally, several simulation examples are shown to illustrate the effectiveness of the proposed method.
引用
收藏
页码:1589 / 1598
页数:10
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