Title :
Robust model predictive control of shimmy vibration in aircraft landing gears with probabilistic uncertainty
Author :
Hajiloo, A. ; Wen-Fang Xie
Author_Institution :
Dept. of Mech. & Ind. Eng., Concordia Univ., Montreal, QC, Canada
Abstract :
This paper considers robust model predictive control (RMPC) methods for linear parameter varying (LPV) system which has both probabilistic uncertain and time-varying parameters. The parameters are considered to be measured on-line. In this regard, the aircraft landing gear system is considered as a LPV system whose parameters variation can affect both stability and performance. By transforming this system into a convex combination of linear time-invariant vertices form with the tensor-product (TP) model transformation method, the landing gear system is represented as a polytopic linear parameter-varying system. A computationally efficient RMPC law is formulated for this system which guarantees closed-loop robust stability and performance. The control signal is calculated on-line by carrying out the convex optimization involving Linear Matrix Inequalities (LMIs) in MPC. The proposed controller can effectively suppress the shimmy vibration of the landing gear with variable taxiing velocity and wheel caster length, also with the probabilistic uncertain torsional spring stiffness.
Keywords :
aircraft control; convex programming; predictive control; robust control; torsion; vibration control; LMI; LPV system; RMPC law; RMPC methods; TP model transformation method; aircraft landing gear system; aircraft landing gears; closed loop robust stability; control signal; convex combination; convex optimization; linear matrix inequalities; linear time-invariant vertices form; parameters variation; polytopic linear parameter varying system; probabilistic uncertain torsional spring stiffness; probabilistic uncertainty; robust model predictive control; shimmy vibration; tensor-product; time varying parameters; variable taxiing velocity; wheel caster length; Aircraft; Gears; Linear matrix inequalities; Robustness; Uncertainty; Upper bound; Vibrations;
Conference_Titel :
Control Applications (CCA), 2014 IEEE Conference on
Conference_Location :
Juan Les Antibes
DOI :
10.1109/CCA.2014.6981343