Title :
Reduced Order Suboptimal Control Design for a Class of Nonlinear Distributed Parameter Systems Using POD and /spl thetas/-D Techniques
Author :
Padhi, Radhakant ; Xin, Ming ; Balakrishnan, S.N.
Author_Institution :
India Inst. of Sci., Bangalore
Abstract :
A new computational tool is presented in this paper for suboptimal control design of a class of nonlinear distributed parameter systems. First proper orthogonal decomposition based problem-oriented basis functions are designed, which are then used in a Galerkin projection to come up with a low-order lumped parameter approximation. Next, a suboptimal controller is designed using the emerging /spl thetas/-D technique for lumped parameter systems. This time domain sub-optimal control solution is then mapped back to the distributed domain using the same basis functions, which essentially leads to a closed form solution for the controller in a state feedback form. Numerical results for a real-life nonlinear temperature control problem indicate that the proposed method holds promise as a good suboptimal control design technique for distributed parameter systems.
Keywords :
approximation theory; control system synthesis; distributed parameter systems; feedback; lumped parameter networks; nonlinear control systems; reduced order systems; suboptimal control; Galerkin projection; low-order lumped parameter approximation; nonlinear distributed parameter systems; nonlinear temperature control; problem-oriented basis functions; proper orthogonal decomposition; reduced order suboptimal control; state feedback; time domain sub-optimal control; Cities and towns; Closed-form solution; Control design; Control systems; Distributed parameter systems; Equations; Nonlinear control systems; Optimal control; State feedback; Temperature control;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282328