Abstract
This paper presents a nonlinear-model-inversion control law to suppress stall flutter of an airfoil with active trailing-edge morphing. First, a nonlinear aeroelastic model is proposed utilizing two nonlinear autoregressive neural networks with exogenous inputs, which are used to predict aerodynamic moments on an airfoil due to largeamplitude oscillation and camber morphing, respectively. Afterward, a nonlinear-model-inversion control system is designed upon the mentioned aeroelastic system to suppress stall flutter via the camber morphing. A fluid– structure–control (FSC) coupling strategy is developed with structure and control systems embedded in the highfidelity computational-fluid-dynamics environment to validate the control effect. The FSC high-fidelity simulations show that the nonlinear-model-inversion controller can suppress pitching oscillation completely, whereas a linear proportional–derivative controller without time delay only performs a limited suppression rate by 25.6%. The flowfield evolution result infers that the active camber morphing can generate a converse training-edge vortex, which counteracts the leading-edge vortex during stall flutter. From the perspective of an energy hysteresis, active camber morphing works well by converting injected aerodynamic energy from positive to negative.
| Original language | English |
|---|---|
| Pages (from-to) | 4665-4681 |
| Number of pages | 17 |
| Journal | AIAA Journal |
| Volume | 62 |
| Issue number | 12 |
| DOIs | |
| State | Published - 1 Dec 2024 |
Keywords
- Aerodynamic Characteristics
- Aircraft Wing Design
- Airfoil Nomenclature
- Closed Loop Control
- Computational Fluid Dynamics
- Control System Design
- Feedforward Neural Network
- NACA0012
- Nonlinear Aeroelastic Systems
- Vortex Dynamics
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