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Nonlinear Structural Model Updating Based Upon Nonlinear Normal Modes

机译:基于非线性正态模的非线性结构模型更新

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To meet the demand for high performance aircraft that can satisfy critical mission profiles, structural design limits need to be expanded. Linear models for thin structural panels undergoing bending tend to over predict the response at high amplitudes leading to thicker, heavier and less efficient designs. Larger operating ranges and thinner structural members are able to be utilized in aircraft design if the design space is expanded to incorporate the nonlinear response regime. However, when nonlinearity is allowed, the analysis and validation of the design becomes a challenging task. The response of such designs can be computed using the finite element (FE) method with nonlinear solution capabilities. To ensure confidence in the numerical model's results, model correlation and validation must be conducted. Unfortunately the linear model correlation and validation techniques that are commonly used in the aerospace industry are no longer valid in the nonlinear response regime so a new set of tools is required to validate nonlinear FE models. This work presents an algorithm to update nonlinear structural systems based upon their nonlinear normal modes (NNMs). The NNMs serve as a strong metric to validate the numerical models, because they represent the dynamics of the nonlinear system over a range of amplitudes and they arc independent of the loading applied to the system. NNMs are able to be extracted from experiments so numerical models can be correlated and validated with test data. This work presents a novel method of computing analytical gradients of NNM solutions with respect to system parameters. The procedure is applied to a single degree of freedom nonlinear oscillator to understand how each parameter affects the NNM and, when coupled with an optimization algorithm, this produces an efficient means of updating a nonlinear model to better correlate with measurements.
机译:为了满足可以满足关键任务要求的高性能飞机的需求,需要扩大结构设计的限制。经受弯曲的薄结构面板的线性模型往往会过度预测高振幅下的响应,从而导致设计更厚,更重和效率更低。如果扩大设计空间以纳入非线性响应范围,则可以在飞机设计中使用更大的工作范围和更薄的结构构件。但是,当允许非线性时,设计的分析和验证将成为一项艰巨的任务。可以使用具有非线性求解功能的有限元(FE)方法来计算此类设计的响应。为了确保对数值模型结果的信心,必须进行模型关联和验证。不幸的是,航空航天工业中常用的线性模型相关性和验证技术在非线性响应范围内不再有效,因此需要一套新的工具来验证非线性有限元模型。这项工作提出了一种基于非线性结构系统的非线性法线模式(NNM)来更新其结构的算法。 NNM是验证数值模型的强大指标,因为它们表示非线性系统在一定幅度范围内的动力学,并且与施加到系统的负载无关。可以从实验中提取NNM,因此可以将数字模型与测试数据进行关联和验证。这项工作提出了一种相对于系统参数计算NNM解的解析梯度的新颖方法。该程序应用于单自由度非线性振荡器,以了解每个参数如何影响NNM,并且在与优化算法配合使用时,这将产生一种更新非线性模型以更好地与测量相关的有效方法。

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