Title :
Flatness-Based Extremum-Seeking Control Over Periodic Orbits
Author :
Guay, M. ; Dochain, D. ; Perrier, M. ; Hudon, N.
Author_Institution :
Dept. of Chem. Eng., Queen´s Univ., Kingston, Ont., Canada
Abstract :
In this note, an extremum-seeking controller is developed to steer a periodic system to orbits that maximize a functional of interest for a class of differentially flat nonlinear systems. The problem is posed as a real-time optimal trajectory generation problem in which the optimal orbit is computed using an extremum-seeking approach. Using the flatness property of the dynamics, the original dynamic optimization problem is transformed to a parameterized optimization problem which can be solved in real-time to approximate the optimal orbit. The control algorithm provides tracking of the optimal orbit. A drug delivery control problem is considered to demonstrate the application of the technique.
Keywords :
nonlinear control systems; optimal control; optimisation; periodic control; position control; time-varying systems; differentially flat nonlinear systems; dynamic optimization; extremum-seeking control; parameterized optimization; periodic orbits; real-time optimal trajectory generation; Adaptive control; Automatic control; Frequency; Linear systems; Nonlinear systems; Orbits; Output feedback; Programmable control; Regulators; Robust control; Extremum-seeking control; periodic systems; real-time optimization;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2007.904255