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Delft University of Technology Faculty of Aerospace Engineering F- 35 Reconfigurable Flight Control 35 Reconfigurable Flight Control Control & Simulation Division in collaboration with NLR Project Description Project Description Integrated Adaptive Control Integrated Adaptive Control Flight Envelope Protection Flight Envelope Protection Modern fighter aircraft such as the F Modern fighter aircraft such as the F-35 Lightning II, 35 Lightning II, formerly known as JSF, are inherently unstable, highly formerly known as JSF, are inherently unstable, highly nonlinear systems that rely on automatic flight control nonlinear systems that rely on automatic flight control systems to augment stability such that the pilot can systems to augment stability such that the pilot can benefit from its agility and high maneuverability. In benefit from its agility and high maneuverability. In addition to this, tolerance to structural damage and/or addition to this, tolerance to structural damage and/or actuator failures is a desired feature of modern flight actuator failures is a desired feature of modern flight control systems. control systems. In recent years, these drivers have led to a In recent years, these drivers have led to a considerable amount of research into the new field of considerable amount of research into the new field of reconfigurable flight control in both academia and reconfigurable flight control in both academia and industry. However, the F industry. However, the F-35 will only be equipped with 35 will only be equipped with a nonlinear dynamic inversion controller which relies a nonlinear dynamic inversion controller which relies on a precise onboard dynamic aircraft model. Within on a precise onboard dynamic aircraft model. Within the available computing power an adaptive control law the available computing power an adaptive control law with on with on-line model identification can be designed to line model identification can be designed to improve safety in operations and survivability. improve safety in operations and survivability. Modular Adaptive Control Modular Adaptive Control The aim of this project is to develop two concept on The aim of this project is to develop two concept on- line reconfigurable flight control systems for the F line reconfigurable flight control systems for the F-35 35 based on a modular and an integrated adaptive control based on a modular and an integrated adaptive control approach, both of which will be based on the latest approach, both of which will be based on the latest nonlinear control, dynamic model identification and nonlinear control, dynamic model identification and control allocation methods. control allocation methods. Dr. Q. P. Chu Dr. Q. P. Chu [email protected] [email protected] Ir. J. H. Ir. J. H. Breeman Breeman [email protected] [email protected] Prof. Dr. Ir. J. A. Mulder Prof. Dr. Ir. J. A. Mulder [email protected] [email protected] Ir. E. R. van Oort Ir. E. R. van Oort [email protected] [email protected] Ir. L. Sonneveldt Ir. L. Sonneveldt [email protected] [email protected] Contacts Contacts Verification & Evaluation Verification & Evaluation On On-line identified model is verified using flight test line identified model is verified using flight test data obtained from the F data obtained from the F-16 test aircraft 16 test aircraft “Orange Orange Jumper Jumper”. Flight Control systems are evaluated by test . Flight Control systems are evaluated by test pilots in moving base simulator SIMONA. pilots in moving base simulator SIMONA. Advanced flight control systems of commercial and Advanced flight control systems of commercial and military aircraft nowadays have measures to prevent military aircraft nowadays have measures to prevent the pilot from entering state the pilot from entering state- and control regions and control regions outside the safe flight regime of the aircraft. outside the safe flight regime of the aircraft. When a failure occurs a new safe flight regime will When a failure occurs a new safe flight regime will have to be determined from the online identified have to be determined from the online identified model. Furthermore, the best achievable pilot model. Furthermore, the best achievable pilot handling qualities will have to be maintained. handling qualities will have to be maintained. F-16 16 “Orange Jumper Orange Jumper” SIMONA at the C&S Division SIMONA at the C&S Division With this approach the parameter estimation process With this approach the parameter estimation process is done with neural networks inside the parameter is done with neural networks inside the parameter update laws of the controller itself. Such an integrated update laws of the controller itself. Such an integrated scheme became possible with the introduction of the scheme became possible with the introduction of the adaptive backstepping technique in the mid 90's. adaptive backstepping technique in the mid 90's. The modular approach separates the identifier and The modular approach separates the identifier and control law design. The total flight control law design. The total flight-envelope is envelope is partitioned using hyperboxes, for each hyperbox a partitioned using hyperboxes, for each hyperbox a local model is estimated using the Two Step Method. local model is estimated using the Two Step Method. The control law is designed to be robust against The control law is designed to be robust against parameter estimation errors and estimation parameter estimation errors and estimation transients. transients.

F-35 Reconfigurable Flight Control - TU Delftlr.home.tudelft.nl/.../Flight_Guidance_and_Control/doc/RFC_poster.pdf · F-35 Reconfigurable Flight Control ... nonlinear systems that

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Page 1: F-35 Reconfigurable Flight Control - TU Delftlr.home.tudelft.nl/.../Flight_Guidance_and_Control/doc/RFC_poster.pdf · F-35 Reconfigurable Flight Control ... nonlinear systems that

Delft University of TechnologyFaculty of Aerospace Engineering

FF--35 Reconfigurable Flight Control35 Reconfigurable Flight ControlControl & Simulation Division in collaboration with NLR

Project DescriptionProject Description Integrated Adaptive ControlIntegrated Adaptive Control

Flight Envelope ProtectionFlight Envelope Protection

Modern fighter aircraft such as the FModern fighter aircraft such as the F--35 Lightning II, 35 Lightning II,

formerly known as JSF, are inherently unstable, highly formerly known as JSF, are inherently unstable, highly

nonlinear systems that rely on automatic flight control nonlinear systems that rely on automatic flight control

systems to augment stability such that the pilot can systems to augment stability such that the pilot can

benefit from its agility and high maneuverability. In benefit from its agility and high maneuverability. In

addition to this, tolerance to structural damage and/or addition to this, tolerance to structural damage and/or

actuator failures is a desired feature of modern flight actuator failures is a desired feature of modern flight

control systems. control systems.

In recent years, these drivers have led to a In recent years, these drivers have led to a

considerable amount of research into the new field of considerable amount of research into the new field of

reconfigurable flight control in both academia and reconfigurable flight control in both academia and

industry. However, the Findustry. However, the F--35 will only be equipped with 35 will only be equipped with

a nonlinear dynamic inversion controller which relies a nonlinear dynamic inversion controller which relies

on a precise onboard dynamic aircraft model. Within on a precise onboard dynamic aircraft model. Within

the available computing power an adaptive control law the available computing power an adaptive control law

with onwith on--line model identification can be designed to line model identification can be designed to

improve safety in operations and survivability.improve safety in operations and survivability.

Modular Adaptive ControlModular Adaptive Control

The aim of this project is to develop two concept onThe aim of this project is to develop two concept on--

line reconfigurable flight control systems for the Fline reconfigurable flight control systems for the F--35 35

based on a modular and an integrated adaptive control based on a modular and an integrated adaptive control

approach, both of which will be based on the latest approach, both of which will be based on the latest

nonlinear control, dynamic model identification and nonlinear control, dynamic model identification and

control allocation methods.control allocation methods.

Dr. Q. P. Chu Dr. Q. P. Chu [email protected]@tudelft.nl

Ir. J. H. Ir. J. H. BreemanBreeman [email protected]@nlr.nl

Prof. Dr. Ir. J. A. Mulder Prof. Dr. Ir. J. A. Mulder [email protected]@tudelft.nl

Ir. E. R. van OortIr. E. R. van Oort [email protected]@tudelft.nl

Ir. L. SonneveldtIr. L. Sonneveldt [email protected]@tudelft.nl

ContactsContacts

Verification & EvaluationVerification & Evaluation

OnOn--line identified model is verified using flight test line identified model is verified using flight test

data obtained from the Fdata obtained from the F--16 test aircraft 16 test aircraft ““Orange Orange

JumperJumper””. Flight Control systems are evaluated by test . Flight Control systems are evaluated by test

pilots in moving base simulator SIMONA.pilots in moving base simulator SIMONA.

Advanced flight control systems of commercial and Advanced flight control systems of commercial and

military aircraft nowadays have measures to prevent military aircraft nowadays have measures to prevent

the pilot from entering statethe pilot from entering state-- and control regions and control regions

outside the safe flight regime of the aircraft. outside the safe flight regime of the aircraft.

When a failure occurs a new safe flight regime will When a failure occurs a new safe flight regime will

have to be determined from the online identified have to be determined from the online identified

model. Furthermore, the best achievable pilot model. Furthermore, the best achievable pilot

handling qualities will have to be maintained.handling qualities will have to be maintained.

FF--16 16 ““Orange JumperOrange Jumper”” SIMONA at the C&S DivisionSIMONA at the C&S Division

With this approach the parameter estimation process With this approach the parameter estimation process

is done with neural networks inside the parameter is done with neural networks inside the parameter

update laws of the controller itself. Such an integrated update laws of the controller itself. Such an integrated

scheme became possible with the introduction of the scheme became possible with the introduction of the

adaptive backstepping technique in the mid 90's.adaptive backstepping technique in the mid 90's.

The modular approach separates the identifier and The modular approach separates the identifier and

control law design. The total flightcontrol law design. The total flight--envelope is envelope is

partitioned using hyperboxes, for each hyperbox a partitioned using hyperboxes, for each hyperbox a

local model is estimated using the Two Step Method. local model is estimated using the Two Step Method.

The control law is designed to be robust against The control law is designed to be robust against

parameter estimation errors and estimation parameter estimation errors and estimation

transients.transients.