Title :
Application of Artificial Bee Colony Algorithms for Unsteady Aerodynamic Parameter Estimation
Author :
Yuguang Jiang ; Chaoyang Dong ; Jia Yu
Author_Institution :
Sch. of Aeronaut., Beihang Univ., Beijing, China
Abstract :
When the aircraft is in the state of the high angle of attack, the aerodynamic characteristics of the aircraft are rendered as non-linear and unsteady, therefore the aerodynamic model and the parameters in the model face higher requirements. To deal with the nonlinear and unsteady in the state of high angle of attack, this paper uses the artificial bee colony (ABC) algorithm in the aerodynamic parameter estimation to replace the commonly used gradient algorithms. The simulation results show that ABC algorithm is an effective method in identifying the aerodynamic parameters in the high angle of attack.
Keywords :
aerodynamics; aircraft; optimisation; parameter estimation; ABC algorithm; angle-of-attack; artificial bee colony algorithms; nonlinear unsteady aircraft aerodynamic characteristics; unsteady aerodynamic parameter estimation; Aerodynamics; Aircraft; Algorithm design and analysis; Atmospheric modeling; Linear programming; Optimization; Parameter estimation; aerodynamic parameter estimation; artificial bee colony; high angle of attack;
Conference_Titel :
Computational Intelligence and Design (ISCID), 2013 Sixth International Symposium on
Conference_Location :
Hangzhou
DOI :
10.1109/ISCID.2013.45