Title :
Swarm Intelligence Based Reconfigurable Control Allocation
Author :
Xingyue Shao ; Chengbin Lian ; Zhang Ren ; Peng Qi
Author_Institution :
Sci. & Technol. on Aircraft Control Lab., Beihang Univ., Beijing, China
Abstract :
Modern aircrafts are configured with many control surfaces to enhance the reliability, maneuverability and survivability. To make full use of the redundant control surfaces and distribute the control power without exceeding the saturations, control allocation is introduced into the control system. An effective control re-allocation may achieve acceptable stability and performance in case of control surface failures. This paper presents a reconfigurable control allocation methodology by rebuilding and optimizing the control allocation matrix when control surface failures occur. The basic control allocation uses the modified weighted pseudo-inverse method. The particle swarm optimization is used to modify the parameters of the weighted matrix to enhance the volume of the attainable subset. To evaluate the ability of control re-allocation, partial loss of control effectiveness failures have been implemented into an application example. Simulation result shows that satisfactory results are achieved by the control re-allocation for accommodating the control surface failures.
Keywords :
aircraft control; matrix algebra; particle swarm optimisation; aircraft maneuverability; aircraft reliability; aircraft survivability; control surfaces; control system; modified weighted pseudoinverse method; particle swarm optimization; reconfigurable control allocation methodology; swarm intelligence; weighted matrix; Aerospace control; Aircraft; Control systems; Optimization; Particle swarm optimization; Resource management; Vectors; control allocation; control effector failures; particle swarm optimization; re-allocation; weighted pseudo-inverse;
Conference_Titel :
Instrumentation, Measurement, Computer, Communication and Control (IMCCC), 2013 Third International Conference on
Conference_Location :
Shenyang
DOI :
10.1109/IMCCC.2013.333