DocumentCode :
2576414
Title :
Optimal control for fuzzy linear partial differential algebraic equations using Simulink
Author :
Kumaresan, N. ; Ratnavelu, Kuru ; Wong, Bernardine R.
Author_Institution :
Fac. of Sci., Univ. of Malaya, Kuala Lumpur, Malaysia
fYear :
2011
fDate :
3-5 June 2011
Firstpage :
1039
Lastpage :
1042
Abstract :
In this paper, optimal control for fuzzy linear partial differential algebraic equations (FPDAE) with quadratic performance is obtained using Simulink. By using the method of lines, the FPDAE is transformed into a fuzzy differential algebraic equations (FDAE). Hence, the optimal control of FPDAE can be found out by finding the optimal control of the corresponding FDAE. The goal is to provide optimal control with reduced calculus effort by the solutions of the matrix Riccati differential equation (MRDE) obtained from Simulink. Accuracy of the solution of the Simulink approach to the problem is qualitatively better. The advantage of the proposed approach is that, once the Simulink model is constructed, it allows to evaluate the solution at any desired number of points spending negligible computing time and memory and the solution curves can be obtained from the model without writing any code. An illustrative numerical example is presented for the proposed method.
Keywords :
Riccati equations; fuzzy control; fuzzy systems; matrix algebra; optimal control; partial differential equations; FDAE; FPDAE; MRDE; Simulink model; fuzzy differential algebraic equations; fuzzy linear partial differential algebraic equations; fuzzy system; matrix Riccati differential equation; optimal control; Differential algebraic equations; Fuzzy systems; Mathematical model; Numerical models; Optimal control; Riccati equations; Fuzzy differential algebraic equation; Fuzzy partial differential algebraic equation; Matrix Riccati differential equation; Optimal control and Simulink;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Recent Trends in Information Technology (ICRTIT), 2011 International Conference on
Conference_Location :
Chennai, Tamil Nadu
Print_ISBN :
978-1-4577-0588-5
Type :
conf
DOI :
10.1109/ICRTIT.2011.5972291
Filename :
5972291
Link To Document :
بازگشت