Title :
An Algorithm for Fractional Order System Identification
Author :
Xixiao Liu ; Guishu Liang
Author_Institution :
Hebei Provincial Key Lab. of Power Transm. Equip. Security Defense, North China Electr. Power Univ., Baoding, China
Abstract :
In this paper, a new algorithm for fractional order system identification is set up. We study the structure of vector fitting and give a decomposition through the computational instance. In the vector fitting method, we use the complex least-square method to instead least-square method when calculating the residues and dealing with the errors based on vector fitting. And the rational fractional function has been extended from integer field to fractional domain. For validity, a comparison between the original and the present method is conducted.
Keywords :
identification; vectors; complex least-square method; computational instance; fractional order system identification; integer field; rational fractional function; vector fitting; Circuit stability; Fitting; Least squares methods; Stability criteria; System identification; Vectors; complex least-square method; fractional order system; fractional vector fitting; parameter identification;
Conference_Titel :
Computational Science and Engineering (CSE), 2014 IEEE 17th International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-7980-6
DOI :
10.1109/CSE.2014.46