Open AccessDominant Pole Based Approximation for Discrete Time System
Author(s) -
Richa Richa,
Awadhesh Kumar
Publication year - 2019
Publication title -
international journal of mathematical, engineering and management sciences
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.228
H-Index - 10
ISSN - 2455-7749
DOI - 10.33889/ijmems.2019.4.1-005
Subject(s) - reduction (mathematics) , polynomial , mathematics , control theory (sociology) , model order reduction , discrete system , discrete time and continuous time , pole–zero plot , simple (philosophy) , characteristic polynomial , mathematical optimization , computer science , algorithm , control (management) , transfer function , mathematical analysis , geometry , statistics , engineering , projection (relational algebra) , philosophy , epistemology , artificial intelligence , electrical engineering
This paper presents an effective procedure for model order reduction of discrete time control system. The exact model derived from complex dynamic systems proves to be very complicated for analysis, control and design. This necessity brings about using a tool known as model order reduction technique or model simplification. A novel mixed method has been implemented in this paper for reducing the order of the large scale dynamic discrete system. Dominant pole based pole clustering method has been used to derive the coefficients of denominator polynomial while Padé approximation has been applied to obtain the coefficients of numerator polynomial of the reduced order model. The proposed method is quite simple and able to generate a stable reduced order model from high order stable discrete systems. The dominancy of poles has been decided by values of the ratio of residue to its pole. The pole is considered dominant which have larger ratio value. An illustrative example has been considered to show the various reduction steps. The result obtained confirms the effectiveness of the approach.