Title :
Accuracy and efficiency enhanced nonlinear model order reduction
Author :
Gheisari, Y. ; Shaker, H.R. ; Torabi, M.A. ; Samavat, M.
Author_Institution :
Dept. of Math, Islamic Azad Univ., Boushehr
Abstract :
A new method for model order reduction for an important class of nonlinear dynamical systems is proposed. The reduction technique is based on the frequency balance reduction method within a desired frequency band and a developed trajectory piecewise-linear (TPWL) model order reduction approach. Both of the methods are recently developed techniques and they can the accuracy and efficiency of the reduction method. The computational load and memory is significantly reduced when the method is used in the hybrid reduction method. The accuracy enhanced hybrid method is applicable to very large scale nonlinear models efficiently and accurately. The numerical results show the accuracy and efficiency enhancement of the proposed method
Keywords :
nonlinear systems; piecewise linear techniques; reduced order systems; frequency balance reduction; frequency band; hybrid reduction method; nonlinear dynamical system; nonlinear model order reduction; trajectory piecewise-linear model order reduction; Control system synthesis; Costs; Frequency; Hardware; Large-scale systems; Nonlinear control systems; Nonlinear systems; Piecewise linear techniques; Reduced order systems; Stability;
Conference_Titel :
Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control, 2006 IEEE
Conference_Location :
Munich
Print_ISBN :
0-7803-9797-5
DOI :
10.1109/CACSD-CCA-ISIC.2006.4777117