Title :
Constrained spectrum control using MPC
Author :
Gondhalekar, Ravi ; Jones, Colin N. ; Besselmann, Thomas ; Hours, Jean-Hubert ; Mercangöz, Mehmet
Author_Institution :
Dept. of Mech. Eng., Osaka Univ., Suita, Japan
Abstract :
Well-known model predictive control (MPC) theory for constrained linear time-invariant (LTI) systems is extended to accommodate hard constraints and cost penalizations on the spectra of the system´s output trajectories. Thus the proposed method facilitates enforcing constraints, and placing weights, on the harmonic content of input-, state- and output-trajectories, in addition to the usual constrained control objectives. The proposed methods are demonstrated by the example problem of reducing torsional vibrations in a drive-shaft.
Keywords :
discrete time systems; linear systems; predictive control; LTI system; MPC theory; constrained control objective; constrained linear time-invariant system; constrained spectrum control; cost penalization; drive shaft; hard constraint; input-trajectories; model predictive control; output-trajectories; state-trajectories; torsional vibration reduction; Discrete Fourier transforms; Discrete cosine transforms; Finite impulse response filter; Resonant frequency; Robustness; System-on-a-chip; Trajectory; Constrained control; Frequency cost-functionals; Model predictive control; Spectrum control;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6161381