Title :
Optimal control for high order systems with fixed PI controller based on model reduction and constrained optimization
Author :
Le, Hoang Bao ; Mendes, Eduardo
Author_Institution :
Lab. of Conception & Integration of the Syst. (LCIS EA 3747), Grenoble Inst. of Technol. (Grenoble INP), Valence, France
Abstract :
This paper proposes a new semi-analytical robust mixed H2/H¿ method to design fixed-structure controllers (e.g. PI, PID) for high order systems. The method consists of two steps. Firstly, the model reduction determines reduced-order model, which is used for controller synthesis, with the guarantee of robustness margins obtained for full-order system. The reduced model will be validated a posteriori in term of closed-loop behavior by using the ¿-gap metric. Then, the parameters of a given structure controller will be determined to obtain optimal step load disturbance rejection with the respect of robustness constraints, i.e. maximum amplification of measurement noise, module margin and phase margin. The design objective and the robustness constraints are expressed as H2 and H¿ norms in function of unknown controller parameters. The controller design problem is then reformulated into a nonlinear optimization with constraints that can be efficiently solved numerically. We developed a controller design tool which provides, when it exists, an optimal controller that fulfills the design specifications. In this paper, to demonstrate the results, the proposed method is applied to a benchmark of common industrial systems controlled by PI controller.
Keywords :
H¿ control; H¿ optimisation; PI control; closed loop systems; control system synthesis; nonlinear programming; reduced order systems; stability; closed-loop behavior; common industrial systems; constrained optimization; controller synthesis; fixed PI controller; fixed-structure controllers; full-order system; high order systems; measurement noise; model reduction; module margin; nonlinear optimization; optimal control; optimal step load disturbance rejection; phase margin; reduced-order model; robustness constraints; semianalytical robust mixed H2 method; semianalytical robust mixed H¿ method; ¿-gap metric; Constraint optimization; Control system synthesis; Control systems; Design methodology; Noise measurement; Noise robustness; Optimal control; Phase measurement; Reduced order systems; Robust control;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400808