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Model updating of locally nonlinear systems based on Multi-harmonic Extended Constitutive Relation Error

机译:基于多谐波扩展本构关系误差的本地非线性系统模型更新

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Improving the fidelity of numerical simulations using available test data is an important activity in the overall process of model verification and validation. While model updating or calibration of linear elastodynamic behaviors has been extensively studied for both academic and industrial applications over the past three decades, methodologies capable of treating nonlinear dynamics remain relatively immature. The authors propose a novel strategy for updating an important subclass of nonlinear models characterized by globally linear stiffness and damping behaviors in the presence of local nonlinear effects. Existing nonlinear updating strategies are based on the Response Force Surface (RSF), Proper Orthogonal Decomposition (POD), or first-order Harmonic Balance (HB) methods. With the exception of the RFS approach, these methods introduce some form of linearization and this naturally limits their application to relatively weak nonlinear effects. As for the RFS approach, its major weakness lies in the fact that it requires that the structural responses be measured on all model degrees-of-freedom where significant nonlinear effects are present. In this paper, a novel methodology is presented which effectively combines two well-known methods for structural dynamic analysis: the Multi-harmonic Balance method for calculating the periodic response of a nonlinear system and the Extended Constitutive Relation Error method for establishing a well-behaved metric for modeling and test-analysis errors. The proposed methodology neither requires any linear approximation nor the observation of all nonlinear degrees-of-freedom. The advantages and limitations of the proposed nonlinear updating strategy will be illustrated based on an academic example.
机译:使用可用测试数据提高数值模拟的保真度是模型验证和验证的整体过程中的重要活动。虽然在过去三十年中,在学术和工业应用的学术和工业应用方面进行了广泛研究了模型更新或校准,但能够处理非线性动力学的方法仍然相对不成熟。作者提出了一种新的策略,用于更新在存在局部非线性效应存在下全球线性刚度和阻尼行为的非线性模型的重要副的策略。现有的非线性更新策略基于响应力表面(RSF),适当的正交分解(POD)或一阶谐波平衡(HB)方法。除了RFS方法之外,这些方法引入了某种形式的线性化,这自然将其应用限制为相对较弱的非线性效应。至于RFS方法,其主要弱点在于,它要求在存在显着非线性效应的所有模型自由度上测量结构响应。本文介绍了一种新的方法,其有效地结合了两个众所周知的结构动态分析方法:用于计算非线性系统的周期性响应的多谐波平衡方法和建立良好表现的扩展本构关系误差方法用于建模和测试分析错误的指标。所提出的方法既不需要任何线性近似,也不需要观察所有非线性自由度。建议非线性更新策略的优点和局限性将根据学术举例说明。

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