Title :
Subspace-based identification for fractional order time delay systems
Author :
Zhuting, Zhu ; Zeng, Liao ; Shu, Liang ; Cheng, Peng ; Yong, Wang
Author_Institution :
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
Abstract :
In this paper, fractional order time delay systems time domain identification problem is discussed. An identification algorithm which combines the subspace method and simulated annealing algorithm is presented. The fractional differential order and time delay parameters are determined by using simulated annealing algorithm. In the case that fractional differential order and time delay parameters are fixed, the state space model of fractional order time delay system is determined by using subspace identification method in time domain. The algorithm is effectively suppress the random noise during identification process. The numerical simulation validates the algorithm.
Keywords :
delay systems; numerical analysis; parameter estimation; random noise; simulated annealing; state-space methods; time-domain analysis; fractional differential order parameter determination; fractional order time delay systems; identification algorithm; numerical simulation; random noise; simulated annealing algorithm; state space model; subspace identification method; time delay parameter determination; time domain identification problem; Delay effects; Frequency domain analysis; Instruments; Noise; Numerical models; Simulated annealing; Time domain analysis; fractional order time delay systems; simulated annealing; subspace method;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3