DocumentCode
245345
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
fYear
2014
fDate
19-21 Dec. 2014
Firstpage
66
Lastpage
71
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Science and Engineering (CSE), 2014 IEEE 17th International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4799-7980-6
Type
conf
DOI
10.1109/CSE.2014.46
Filename
7023557
Link To Document