TY - GEN
T1 - Flying Qualities Assessment for Nonlinear Adaptive Control Validation on the Cessna Citation X Longitudinal and Lateral Dynamics
AU - Andrianantara, Rojo Princy
AU - Ghazi, Georges
AU - Botez, Ruxandra Mihaela
N1 - Publisher Copyright:
© 2025, American Institute of Aeronautics and Astronautics Inc, AIAA. All rights reserved.
PY - 2025
Y1 - 2025
N2 - This paper discusses the validation of nonlinear adaptive controllers by assessing the flying qualities, specifically applied to the flight dynamics of the Cessna Citation X. Two distinct nonlinear controllers were designed for low-level control of longitudinal and lateral dynamics, respectively. Both control algorithms include a fixed Proportional-Derivative-Integral baseline controller, a Nonlinear Dynamic Inversion controller using Recursive Least Square estimation, and an adaptive Neural Network controller. The longitudinal control consists of controlling the aircraft pitch rate, while the lateral control task consists of controlling the aircraft roll rate and ensuring the stabilization of the yaw rate. The flying qualities were taken from MIL-STD 1797A for which Level 1 requirements were met for short period, roll and Dutch-roll dynamics. The resulting controllers consist of Model Reference Adaptive Controllers (MRAC), which means that specific reference signals were tracked with desired performances on the pitch and roll rates. The flight controllers were tested for 64 flight conditions in the cruise phase covering the overall flight envelope of the Cessna Citation X. Simulations demonstrated minimal tracking error, and then transfer function identification was fulfilled for each simulation to extract the transient performance characteristics. Results have shown that the aircraft flying qualities were lying within the Level 1 for both adaptive longitudinal and lateral controllers.
AB - This paper discusses the validation of nonlinear adaptive controllers by assessing the flying qualities, specifically applied to the flight dynamics of the Cessna Citation X. Two distinct nonlinear controllers were designed for low-level control of longitudinal and lateral dynamics, respectively. Both control algorithms include a fixed Proportional-Derivative-Integral baseline controller, a Nonlinear Dynamic Inversion controller using Recursive Least Square estimation, and an adaptive Neural Network controller. The longitudinal control consists of controlling the aircraft pitch rate, while the lateral control task consists of controlling the aircraft roll rate and ensuring the stabilization of the yaw rate. The flying qualities were taken from MIL-STD 1797A for which Level 1 requirements were met for short period, roll and Dutch-roll dynamics. The resulting controllers consist of Model Reference Adaptive Controllers (MRAC), which means that specific reference signals were tracked with desired performances on the pitch and roll rates. The flight controllers were tested for 64 flight conditions in the cruise phase covering the overall flight envelope of the Cessna Citation X. Simulations demonstrated minimal tracking error, and then transfer function identification was fulfilled for each simulation to extract the transient performance characteristics. Results have shown that the aircraft flying qualities were lying within the Level 1 for both adaptive longitudinal and lateral controllers.
UR - https://www.scopus.com/pages/publications/105000860632
U2 - 10.2514/6.2025-1826
DO - 10.2514/6.2025-1826
M3 - Contribution to conference proceedings
AN - SCOPUS:105000860632
SN - 9781624107238
T3 - AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2025
BT - AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2025
PB - American Institute of Aeronautics and Astronautics Inc, AIAA
T2 - AIAA Science and Technology Forum and Exposition, AIAA SciTech Forum 2025
Y2 - 6 January 2025 through 10 January 2025
ER -