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Review of Proper Orthogonal Decomposition Method Applied to Computational Aeroelasticity

Review of Proper Orthogonal Decomposition Method Applied to Computational Aeroelasticity
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摘要 Over the recent years there has been an increased trend in the use of Reduced Order Models (ROM) for modeling the coupled aeroelastic system. Of all the ROM models, the Proper Orthogonal Decomposition Method (POD) has been the most widely used, reason being the relative simplicity of implementation and the physical insight that it offers towards the physical problem. In this paper we begin by briefly recalling the recent work using POD for the computational aeroelasticity followed by the mathematical formulation. Mathematical formulation is important as it provides understanding of how POD method works. Implementation issues related to the POD method are presented next. Since POD is an empirical technique therefore, it is marred by the robustness issues as is the case with all the ROMs. In the end the variations of POD method, developed over the years are presented along with the most recent trend of using hybrid ROM. Over the recent years there has been an increased trend in the use of Reduced Order Models (ROM) for modeling the coupled aeroelastic system. Of all the ROM models, the Proper Orthogonal Decomposition Method (POD) has been the most widely used, reason being the relative simplicity of implementation and the physical insight that it offers towards the physical problem. In this paper we begin by briefly recalling the recent work using POD for the computational aeroelasticity followed by the mathematical formulation. Mathematical formulation is important as it provides understanding of how POD method works. Implementation issues related to the POD method are presented next. Since POD is an empirical technique therefore, it is marred by the robustness issues as is the case with all the ROMs. In the end the variations of POD method, developed over the years are presented along with the most recent trend of using hybrid ROM.
机构地区 School of Aeronautics
出处 《Computer Aided Drafting,Design and Manufacturing》 2010年第1期65-77,共13页 计算机辅助绘图设计与制造(英文版)
关键词 aeroelasticity transonic aerodynamics reduced order modeling proper orthogonal decomposition aeroelasticity transonic aerodynamics reduced order modeling proper orthogonal decomposition
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参考文献11

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