Flutter Control of a Two-dimensional Airfoil based on Adaptive Dynamic Programming

The severe aeroelastic vibrations can lead to structural damage and threaten the flight safety. It is an important topic to develop active controllers for aeroelastic stabilization and flutter suppression. The traditional control methods need the clearly established mathematic model, whereas establi...

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Vydané v:IOP conference series. Materials Science and Engineering Ročník 531; číslo 1; s. 12033 - 12040
Hlavní autori: Jia, Su, Sun, Jian Qiao, Ding, Qian
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Bristol IOP Publishing 01.09.2019
Predmet:
Adaptive control
Aeroelasticity
Airfoils
Algorithms
Control methods
Control surfaces
Dynamic models
Dynamic programming
Flight safety
Flutter
Nonlinearity
Structural damage
Vibration
ISSN:1757-8981, 1757-899X
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Shrnutí:The severe aeroelastic vibrations can lead to structural damage and threaten the flight safety. It is an important topic to develop active controllers for aeroelastic stabilization and flutter suppression. The traditional control methods need the clearly established mathematic model, whereas establishing an accurate airfoil model with structural and aerodynamic nonlinearities is a difficult task. So a novel data-driven optimal design scheme, adaptive dynamic programming (ADP), is proposed in this paper for a nonlinear airfoil system with one trailing-edge control surface. The proposed ADP algorithm iteratively updates the control policy by using the state and input data without knowing the system dynamical model. Calculation shows that the control policy is convergent after several iterations. Finally, the superiority and feasibility of the control method are verified by simulation.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
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ISSN:1757-8981
1757-899X
DOI:10.1088/1757-899X/531/1/012033