Title :
Model order reduction of continuous time systems using pole clustering and Chebyshev polynomials
Author :
Singh, Vinay Pratap ; Chaubey, Prateek ; Chandra, D.
Author_Institution :
Dept. of Electr. Eng., Motilal Nehru Nat. Inst. of Technol., Allahabad, India
Abstract :
This paper presents a method for obtaining stable reduced order model of single-input single-output (SISO) large scale continuous time system using pole clustering and Chebyshev polynomial approximation. The denominator polynomial of the reduced order model is obtained by clustering the poles of original system. The cluster centre is obtained using inverse distance measure (IDM) criterion. The coefficients of numerator are determined by Chebyshev polynomial series. A numerical example is provided to illustrate the proposed method.
Keywords :
Chebyshev approximation; continuous time systems; pole assignment; polynomial approximation; reduced order systems; Chebyshev polynomial approximation; Chebyshev polynomial series; continuous time systems; inverse distance measure criterion; large scale continuous time system; model order reduction; pole clustering; single-input single-output system; stable reduced order model; Chebyshev approximation; Mathematical model; Numerical models; Polynomials; Reduced order systems; Transfer functions; Chebyshev polynomial; Model order reduction; Pole clustering technique;
Conference_Titel :
Engineering and Systems (SCES), 2012 Students Conference on
Conference_Location :
Allahabad, Uttar Pradesh
Print_ISBN :
978-1-4673-0456-6
DOI :
10.1109/SCES.2012.6199028