Stochastic optimisation based control of boundary layer transition

被引:8
作者
MacCormack, W
Tutty, OR [1 ]
Rogers, E
Nelson, PA
机构
[1] Univ Southampton, Sch Engn Sci, Southampton SO17 1BJ, Hants, England
[2] Univ Southampton, Inst Sound & Vibrat Res, Southampton SO17 1BJ, Hants, England
[3] Univ Southampton, Dept Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
基金
英国工程与自然科学研究理事会;
关键词
optimisation; genetic algorithms; simulated annealing; controller design; flow control; transition control;
D O I
10.1016/S0967-0661(01)00140-X
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Suction is one of the most promising techniques for delaying the transition from laminar to turbulent flow and hence reducing the drag force acting on an aircraft. However, in order to achieve an overall reduction in energy consumption and thereby operating costs, it is necessary to apply the suction in an efficient if not optimal manner. An investigation is conducted into the use of distributed surface suction with multiple suction panels where the suction distribution is optimised to satisfy a desired objective, Cost functions based on minimising the suction effort while maintaining transition in a fixed position and minimising the total energy consumption of the system are employed. Evolutionary methods, genetic algorithms (GA) and simulated annealing (SA), are used to perform the optimisation. These methods were successful in cases in which gradient based search techniques fail. Physically sensible suction distributions were produced. In general. better behaviour was found with the GA than with SA, which was prone to premature convergence. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:243 / 260
页数:18
相关论文
共 14 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]  
BIELER H, 1992, P 1 EUR FOR LAM FLOW, P558
[3]  
CARTER JE, 1975, NASA SP, V347, P125
[4]  
Holland J.H., 1975, Adoption in Natural and Artificial systerm
[5]  
Mack L. M., 1984, 709 CALTECH JET PROP
[6]  
MACK LM, 1977, AGARD
[7]  
Malik M. R., 1990, PROGR ASTRONAUTICS A, V123, P3
[8]   EQUATION OF STATE CALCULATIONS BY FAST COMPUTING MACHINES [J].
METROPOLIS, N ;
ROSENBLUTH, AW ;
ROSENBLUTH, MN ;
TELLER, AH ;
TELLER, E .
JOURNAL OF CHEMICAL PHYSICS, 1953, 21 (06) :1087-1092
[9]   Automatic control of laminar boundary-layer transition [J].
Nelson, PA ;
Wright, MCM ;
Rioual, JL .
AIAA JOURNAL, 1997, 35 (01) :85-90
[10]   Optimum drag balance for boundary-layer suction [J].
Rioual, JL ;
Nelson, PA ;
Hackenberg, P ;
Tutty, OR .
JOURNAL OF AIRCRAFT, 1996, 33 (02) :435-438