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A Balancing Approach to Model Reduction of Polynomial Nonlinear Systems
World Congress, Volume # 17 | Part# 1
Location: COEX, Korea, South
National Organizing Committee Chair: Cho, Hyung Suck
International Program Committee Chair: Cho, Dong-il Dan,
Hara, Shinji
Conference Editor: Chung, Myung Jin,
Misra, Pradeep
Authors
Siahaan, Hardy B.
Identifier
10.3182/20080706-5-KR-1001.00555
Index Terms
Nonlinear model reduction
Abstract
This paper considers a computational approach to obtain a reduced order model for polynomial nonlinear systems. The approach is based on balancing generalized gramians of polynomial systems and truncating the systems based on the balanced generalized gramians. The approach utilizes sum of squares programming for its computational purposes.
References
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