Intelligent aerodynamic/propulsion flight control for flight safety: a nonlinear adaptive approach

This paper presents an intelligent fault tolerant flight control system that blends aerodynamic and propulsion actuation for safe flight operation in the presence of actuator failures. Fault tolerance is obtained by a nonlinear adaptive control strategy based on on-line learning neural networks and actuator reallocation scheme. The adaptive control block incorporates a recently developed technique for adaptation in the presence of actuator saturation, rate limits and failure. The proposed integrated aerodynamic/propulsion flight control system is evaluated in a nonlinear flight simulation environment.

[1]  J. Kaneshige,et al.  Development of An Intelligent Flight Propulsion Control System , 1999 .

[2]  Kurt Hornik,et al.  Multilayer feedforward networks are universal approximators , 1989, Neural Networks.

[3]  Anthony J. Calise,et al.  Hierarchical Approach to Adaptive Control for Improved Flight Safety , 2001 .

[4]  Anthony J. Calise,et al.  Development of an intelligent flight propulsion and control system - Nonlinear adaptive control , 2000 .

[5]  Eric N. Johnson,et al.  Limited authority adaptive flight control for reusable launch vehicles , 2003 .

[6]  Anthony J. Calise,et al.  Development of An Intelligent Flight Propulsion Control System , 1999 .

[7]  Ken-ichi Funahashi,et al.  On the approximate realization of continuous mappings by neural networks , 1989, Neural Networks.

[8]  Robert C. Nelson,et al.  Flight Stability and Automatic Control , 1989 .

[9]  Anthony J. Calise,et al.  Development of a Reconfigurable Flight Control Law for the X-36 Tailless Fighter Aircraft , 2000 .

[10]  Eric N. Johnson,et al.  FEEDBACK LINEARIZATION WITH NEURAL NETWORK AUGMENTATION APPLIED TO X-33 ATTITUDE CONTROL , 2000 .

[11]  John J. Burken,et al.  Flight Test of a Propulsion-Based Emergency Control System on the MD-11 Airplane With Emphasis on the Lateral Axis , 1996 .

[12]  Eric N. Johnson,et al.  Neural network adaptive control of systems with input saturation , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[13]  A. Isidori Nonlinear Control Systems , 1985 .

[14]  Robert W. Mah,et al.  Piloted Simulation Tests of Propulsion Control as Backup to Loss of Primary Flight Controls for a B747-400 Jet Transport , 1997 .