翼型
空气动力学
俯仰力矩
计算流体力学
气动中心
非线性系统
Lift(数据挖掘)
控制理论(社会学)
计算机科学
升力系数
线性系统
攻角
工程类
航空航天工程
机械
数学
物理
数学分析
湍流
雷诺数
控制(管理)
人工智能
数据挖掘
量子力学
作者
Jaclynn Mohrfeld Halterman,Mesbah Uddin
标识
DOI:10.1177/0954410020946912
摘要
Simple reduced order models (ROMs) for the aerodynamic coefficients - lift, drag, and pitch moment - of a pitching NACA0012 airfoil are presented. The ROMs are designed for quick computation of the transient aerodynamic characteristics of the airfoil and are developed utilizing computational fluid dynamics (CFD) simulation results. The entire aerodynamic system is modeled as a single input, multi output system yielding three independent systems to be characterized. A systematic, two step process is employed to develop the ROMs for each aerodynamic system. First, a CFD simulation is conducted to determine the linearity of each system, and any nonlinear system is restructured as a nonlinear operator followed by a linear system to allow for the use of linear system identification techniques. A second CFD simulation is conducted to determine the frequency response of each linear system, and the coefficients of each ROM are extracted by fitting a second order model to each frequency response function. The ROMs are validated against an independent CFD simulation of a pitching airfoil and are shown to accurately model each aerodynamic coefficient.
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