TY - JOUR
T1 - Parametric optimization for mixed H2/H∞ optimal PID controller of a flexible aircraft
AU - Zhang, Meng
AU - Li, Ai Jun
AU - Liu, Shi Min
PY - 2011/10
Y1 - 2011/10
N2 - Generally, a flexible aircraft's controller is designed based on a reduced-order model. But there are reduction errors due to model reduction, so it is needed to design a controller with strong robustness. In order to solve the problem, mixed H2/H∞ optimal PID controller parametric optimization was studied based on a reduced-order model of a flexible aircraft with 12-order. Firstly, the balanced truncation reduction method was employed to get a reduced-order model with 6-order. Secondly, the suitable robust weighting functions were selected based on the model reduction errors in frequency domain. And then, in order to compute the H2/H∞ performance index, a simplified computation method of H2 norm of system errors was proposed. At last, a difference evolution algorithm was employed to optimize the parameters of the mixed H2/H∞ optimal PID controller. Simulation results indicated that the order of the mixed H2/H∞ optimal PID controller can stabilize the parameter and non-parameter uncertainties simultaneously. The stabilization of elastic structure deformation and the control requirement of rigid modes were also accomplished effectively.
AB - Generally, a flexible aircraft's controller is designed based on a reduced-order model. But there are reduction errors due to model reduction, so it is needed to design a controller with strong robustness. In order to solve the problem, mixed H2/H∞ optimal PID controller parametric optimization was studied based on a reduced-order model of a flexible aircraft with 12-order. Firstly, the balanced truncation reduction method was employed to get a reduced-order model with 6-order. Secondly, the suitable robust weighting functions were selected based on the model reduction errors in frequency domain. And then, in order to compute the H2/H∞ performance index, a simplified computation method of H2 norm of system errors was proposed. At last, a difference evolution algorithm was employed to optimize the parameters of the mixed H2/H∞ optimal PID controller. Simulation results indicated that the order of the mixed H2/H∞ optimal PID controller can stabilize the parameter and non-parameter uncertainties simultaneously. The stabilization of elastic structure deformation and the control requirement of rigid modes were also accomplished effectively.
KW - Difference evolution (DE) algorithm
KW - Flexible aircraft
KW - H/Hoptimization index
KW - Optimal PID controller
KW - Parametric optimization
UR - http://www.scopus.com/inward/record.url?scp=81055146880&partnerID=8YFLogxK
M3 - 文章
AN - SCOPUS:81055146880
SN - 1000-3835
VL - 30
SP - 197
EP - 202
JO - Zhendong yu Chongji/Journal of Vibration and Shock
JF - Zhendong yu Chongji/Journal of Vibration and Shock
IS - 10
ER -