Title :
Efficient aerodynamic optimization of a very light jet aircraft using evolutionary algorithms and RANS flow models
Author :
Iuliano, Emiliano ; Quagliarella, Domenico
Author_Institution :
Lab. of Appl. Aerodynamics & Aeroacoustics, CIRA - Centro Italiano Ric. Aerospaziali, Capua, Italy
Abstract :
The challenging problem of wing design for small business aircraft configurations is here explored using evolutionary computing. The activity focuses on the aerodynamic analysis and optimization of a laminar wing in cruise and high lift conditions. The main feature of the work is the application of natural laminar flow technology which in turn implies pressure gradient optimization. The optimization study is performed by using chained CFD based aerodynamic numerical methods in an evolutionary optimization framework. A major issue is the simulation of the rear-mounted engine mass flow inlet in cruise conditions, which introduces a remarkable geometry complication and computational time increase into the optimization process. The first section gives some details about the design and analysis system. The reference configuration is analyzed to show the starting point of the aerodynamic design. Then the optimization problem definition and the adopted strategy is discussed. The final section is devoted to the aerodynamic analysis of the obtained optimal configuration.
Keywords :
aerodynamics; aerospace components; aircraft; computational fluid dynamics; evolutionary computation; flow simulation; laminar flow; RANS flow models; aerodynamic analysis; aerodynamic optimization; chained CFD based aerodynamic numerical methods; cruise conditions; evolutionary algorithms; evolutionary optimization; laminar wing; pressure gradient optimization; rear-mounted engine mass flow inlet; small business aircraft configurations; very light jet aircraft; wing design; Aerodynamics; Automotive components; Computational fluid dynamics; Engines; Geometry; Optimization; Shape;
Conference_Titel :
Evolutionary Computation (CEC), 2010 IEEE Congress on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6909-3
DOI :
10.1109/CEC.2010.5586171