TY - JOUR
T1 - Optimal disturbance generation for flight control law testing
AU - Diepolder, Johannes
AU - Botkin, Nikolai
AU - Holzapfel, Florian
N1 - Publisher Copyright:
© 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
PY - 2019/9
Y1 - 2019/9
N2 - In this paper we present an approach for testing flight control laws with optimal disturbances using differential game theory. The approach is based on a state constrained differential game formulation in which the criterion under investigation is introduced in the cost function. In this differential game the first player representing disturbances acting on the closed loop system is trying to maximize the value of the criterion at a fixed terminal time point. For our application this player may not only model typical disturbances for flight control systems, such as wind gusts, but also pilot commands or other external influences which can drive the closed loop system to an unsafe state. The second, minimizing, player represents a control law parametrization and is subject to state constraints such as limits for actuator positions and rates. The value of this game provides a lower bound of the criterion under investigation for the given control structure and the bounded disturbances as well as the bounded parametrization of the control law. The numerical solution for this problem type is obtained by employing a highly parallelized solver implemented on a grid computer. The current implementation of this solver allows for the solution of nonlinear state constrained differential games in up to seven dimensions. An example problem formulation is presented for testing the longitudinal controller of a generic aircraft model using a worst case pilot command as disturbance input.
AB - In this paper we present an approach for testing flight control laws with optimal disturbances using differential game theory. The approach is based on a state constrained differential game formulation in which the criterion under investigation is introduced in the cost function. In this differential game the first player representing disturbances acting on the closed loop system is trying to maximize the value of the criterion at a fixed terminal time point. For our application this player may not only model typical disturbances for flight control systems, such as wind gusts, but also pilot commands or other external influences which can drive the closed loop system to an unsafe state. The second, minimizing, player represents a control law parametrization and is subject to state constraints such as limits for actuator positions and rates. The value of this game provides a lower bound of the criterion under investigation for the given control structure and the bounded disturbances as well as the bounded parametrization of the control law. The numerical solution for this problem type is obtained by employing a highly parallelized solver implemented on a grid computer. The current implementation of this solver allows for the solution of nonlinear state constrained differential games in up to seven dimensions. An example problem formulation is presented for testing the longitudinal controller of a generic aircraft model using a worst case pilot command as disturbance input.
KW - Aircraft Control
KW - Differential Games
KW - Dynamics
KW - Optimization
KW - Parallel Computation
UR - http://www.scopus.com/inward/record.url?scp=85077434886&partnerID=8YFLogxK
U2 - 10.1016/j.ifacol.2019.12.049
DO - 10.1016/j.ifacol.2019.12.049
M3 - Conference article
AN - SCOPUS:85077434886
SN - 1474-6670
VL - 52
SP - 730
EP - 734
JO - IFAC Proceedings Volumes (IFAC-PapersOnline)
JF - IFAC Proceedings Volumes (IFAC-PapersOnline)
IS - 16
T2 - 11th IFAC Symposium on Nonlinear Control Systems, NOLCOS 2019
Y2 - 4 September 2019 through 6 September 2019
ER -