论文标题

声学液体相互作用有限元模型的隐式反向识别方法

Implicit Inverse Force Identification Method of Acoustic Liquid-structure Interaction Finite Element Model

论文作者

Oh, Seungin, Ahn, Chang-uk, Ahn, Kwanghyun, Kim, Jin-Gyun

论文摘要

与单物理模型相比,两场振动声音有限元(FE)模型需要相对较大的自由度,并且可以针对多物理问题调整结构振动的常规力鉴定方法。在这项研究中,提出了用于内部流体结构系统的Fe杂音声相互作用模型的有效反力识别方法。 The method consists of: (1) implicit inverse force identification based on the Newmark-$β$ time integration algorithm for stability and efficiency, (2) second-order ordinary differential formulation by avoiding the state-space form causing large degrees of freedom, (3) projection-based multiphysics reduced-order modeling for further reduction of degrees of freedom, and (4) Tikhonov regularization to alleviate the measurement noise.所提出的方法可以准确地识别原位应用上未测量的应用力,并同时重建响应场。使用数值模型和实验测试台评估了所提出方法的准确性,稳定性和计算效率。使用增强的卡尔曼滤波器方法进行了比较研究,以评估其相对性能。

The two-field vibroacoustic finite-element (FE) model requires a relatively large number of degrees of freedom compared to the monophysics model, and the conventional force identification method for structural vibration can be adjusted for multiphysics problems. In this study, an effective inverse force identification method for an FE vibroacoustic interaction model of an interior fluid-structure system was proposed. The method consists of: (1) implicit inverse force identification based on the Newmark-$β$ time integration algorithm for stability and efficiency, (2) second-order ordinary differential formulation by avoiding the state-space form causing large degrees of freedom, (3) projection-based multiphysics reduced-order modeling for further reduction of degrees of freedom, and (4) Tikhonov regularization to alleviate the measurement noise. The proposed method can accurately identify the unmeasured applied forces on the in situ application and concurrently reconstruct the response fields. The accuracy, stability, and computational efficiency of the proposed method were evaluated using numerical models and an experimental testbed. A comparative study with the augmented Kalman filter method was performed to evaluate its relative performance.

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