Title :
Identification of fractional order model structures using conversion of infinite terms of a response to finite terms
Author :
Nazarian, Peyman ; Haeri, Mohammad
Author_Institution :
Zanjan Branch, Electr. Eng. Dept., Islamic Azad Univ., Zanjan, Iran
Abstract :
In this paper, a new method is proposed to determine parameters of some types of fractional order models to represent a system dynamics using its step response. The model structure is assumed to have rational commensurate order as α=M/N. By this assumption infinite terms of the model step response is converted into finite terms limited to N. The proposed method is practically applicable on all fractional order model structures due to the order approximation imposed by the limited precisions in available computational tools.
Keywords :
approximation theory; identification; transfer functions; finite terms response; fractional order model structure; identification; infinite terms conversion; order approximation; step response; Accuracy; Computational modeling; Estimation; Mathematical model; Noise; Noise measurement; Parameter estimation;
Conference_Titel :
Electrical and Electronics Engineering (ELECO), 2011 7th International Conference on
Conference_Location :
Bursa
Print_ISBN :
978-1-4673-0160-2