Title :
Reconfigurable fault tolerant flight control based on Nonlinear Model Predictive Control
Author :
Kufoalor, D.K. ; Johansen, Tor Arne
Author_Institution :
Dept. of Eng. Cybern., Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
Constrained Nonlinear Model Predictive Control (NMPC) is shown to have potentials for reconfigurable fault tolerant control of highly nonlinear, intrinsically unstable, high performance aircraft. Results on fault tolerance of NMPC autopilots were obtained for an F-16 fighter aircraft model, without the implementation of any prestabilizing controllers. It has been shown that NMPC has inherent fault detection capabilities due to its effective utilization of feedback and its internal model predictions. Actuator (control surface) faults, including extreme cases of total actuator failure are examined as test cases for the NMPC reconfigurable fault tolerant control scheme developed in this work. The NMPC autopilots implementation and simulations were done using the ACADO nonlinear optimization solver.
Keywords :
aircraft control; fault diagnosis; feedback; military aircraft; nonlinear control systems; nonlinear programming; predictive control; ACADO nonlinear optimization solver; F-16 fighter aircraft model; NMPC autopilots; constrained nonlinear model predictive control; fault detection capabilities; feedback utilization; internal model predictions; reconfigurable fault tolerant flight control scheme; total actuator failure; Actuators; Aerospace control; Aircraft; Fault tolerance; Fault tolerant systems; Mathematical model; Predictive models;
Conference_Titel :
American Control Conference (ACC), 2013
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4799-0177-7
DOI :
10.1109/ACC.2013.6580635