DocumentCode :
3534156
Title :
Real-time Switched Model Predictive Control of a Twin Rotor System
Author :
Tahir, Furqan ; Ahmed, Qadeer ; Bhatti, Aamer Iqbal
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll. London, London, UK
fYear :
2013
fDate :
10-13 Dec. 2013
Firstpage :
4847
Lastpage :
4852
Abstract :
In this paper, we present a Switched-Decentralized Model Predictive Control (S-DMPC) scheme for the real-time flight control of a Twin Rotor System (TRS). Due to highly nonlinear dynamics and unavailability of full-state information, the linearized TRS model contains modelling (linearization) errors which cause poor state-estimation and lead to controller performance degradation. In order to address this problem, we propose an MPC-based control scheme in which, the associated (linear) observer´s gain is switched according to the level of linearization error present in the model. Through experimental results, we show that the proposed S-DMPC scheme significantly improves TRS tracking in comparison to the Centralized-MPC as well as the individual (non-switched) Decentralized-MPC schemes.
Keywords :
MIMO systems; aircraft control; decentralised control; nonlinear dynamical systems; observers; predictive control; real-time systems; rotors; time-varying systems; MIMO aircraft system; MPC-based control scheme; S-DMPC scheme; centralized-MPC scheme; controller performance degradation; full-state information; linearization error level; linearized TRS model; modelling errors; multiinput multiouput aircraft system; nonlinear dynamics; observer gain; real-time flight control; real-time switched model predictive control; state-estimation; switched-decentralized model predictive control scheme; twin rotor system; Azimuth; Mathematical model; Observers; Real-time systems; Rotors; Switches;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
ISSN :
0743-1546
Print_ISBN :
978-1-4673-5714-2
Type :
conf
DOI :
10.1109/CDC.2013.6760649
Filename :
6760649
Link To Document :
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