Development of an efficient aerodynamic shape optimization framework
Jong-Eun Kim,
Vinay N. Rao,
Roy P. Koomullil,
Doug H. Ross,
Bharat K. Soni and
Alan M. Shih
Mathematics and Computers in Simulation (MATCOM), 2009, vol. 79, issue 8, 2373-2384
Abstract:
Although many efforts have been made to develop an aerodynamic shape optimization (ASO) framework, iterative grid generation of the complex configuration within the optimization loop has still been a critical barrier. In this paper, an efficient ASO framework is developed by integrating a parametric grid generator, an optimization toolkit, and a flow solver. A geometry-grid template toolkit is developed to address the need to produce a large number of grids in a timely manner for the parametric design study. An object-oriented optimization toolkit that allows a flexible and extensible interfacing with user-specific codes is used. An in-house full Navier–Stokes flow solver is developed and used in the framework. Code integration is achieved using a black-box interface with script files. Two ASO applications and their optimum solutions are presented to demonstrate the success of this framework.
Keywords: Aerodynamic shape optimization; Parametric grid generator; Optimization toolkit; Flow analysis; Surrogate-based optimization (search for similar items in EconPapers)
Date: 2009
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Citations: View citations in EconPapers (1)
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Persistent link: https://EconPapers.repec.org/RePEc:eee:matcom:v:79:y:2009:i:8:p:2373-2384
DOI: 10.1016/j.matcom.2009.01.012
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