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Dominant Pole Based Approximation for Discrete Time System
- Source :
- International Journal of Mathematical, Engineering and Management Sciences, Vol 4, Iss 1, Pp 56-65 (2019)
- Publication Year :
- 2019
- Publisher :
- International Journal of Mathematical, Engineering and Management Sciences plus Mangey Ram, 2019.
-
Abstract
- 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.
- Subjects :
- General Computer Science
Discrete time system
lcsh:T
Reduced order model
lcsh:Mathematics
General Mathematics
Mathematical analysis
General Engineering
lcsh:QA1-939
lcsh:Technology
General Business, Management and Accounting
Padé approximant
ComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATION
Pole clustering
Dominant Pole
Residue based pole clustering
Mathematics
Subjects
Details
- ISSN :
- 24557749
- Volume :
- 4
- Database :
- OpenAIRE
- Journal :
- International Journal of Mathematical, Engineering and Management Sciences
- Accession number :
- edsair.doi.dedup.....36fccec4d055746175a4f66bceb79338
- Full Text :
- https://doi.org/10.33889/ijmems.2019.4.1-005