利用截断冲击响应的高精度冲击力识别方法的发展

IF 2.5 3区 工程技术 Q2 MECHANICS
Li Zhang, Jian Huang, Quanxin Jiang, Jianfei Wang, Xiaoming Yang
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引用次数: 0

摘要

冲击力识别(ImFoId)是结构动力学中的一个双重不适定逆问题,它涉及到冲击力定位和力重构,即使是微小的测量噪声或建模误差也可能导致完全错误的结果。为了解决这一问题,本文提出了一种基于截断冲击响应(TIR)的分层ImFoId方法,该方法显著提高了ImFoId的准确性和鲁棒性。该方法首先利用变分模态分解(VMD)将包含振动信号全谱的完整冲击响应(CIR)分解为多个模态冲击响应(mir)。然后,通过叠加这些mir,就得到了所谓的TIR。利用TIR可以排除结构固有频率以外的频率分量,消除高阶模态响应引起的模态截断误差,从而有助于建立高保真的前向传递模型。在冲击定位阶段,采用冲量模型对冲击力进行近似,通过最大化估计的冲击响应(EIR)与TIR之间的共线性,有效地实现了定位。根据定位结果,建立了冲击力时间历史与TIR之间的正向传递矩阵,利用基于截断奇异值分解(TSVD)的Tikhonov正则化技术求解反演问题,精确重构未知冲击力。对弹簧-质量-阻尼器系统进行了数值模拟,并对夹紧-夹紧梁和悬臂金属板进行了实验验证,结果表明该方法具有良好的鲁棒性和准确的识别结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a high-accuracy impact force identification methodology utilizing truncated impact response

Impact force identification (ImFoId), which involves impact localization and force reconstruction, is recognized as a doubly ill-posed inverse problem in structural dynamics, where even slight measurement noise or modeling inaccuracies can lead to completely erroneous results. To tackle it, a novel hierarchical ImFoId methodology using truncated impact response (TIR) is proposed in this paper, which significantly improves the accuracy and robustness of ImFoId. The proposed method initiates by utilizing variational mode decomposition (VMD) to decompose the complete impact response (CIR), which encompasses the full spectrum of the vibration signal, into several modal impact responses (MIRs). Then, by superimposing these MIRs, the so-called TIR is obtained. The utilization of TIR facilitates the establishment of a high-fidelity forward transfer model, as it excludes frequency components beyond the natural frequencies of structures and eliminates modal truncation errors induced by higher-order modal responses. In the phase of impact localization, an impulse model is employed to approximate the impact force, and the localization is efficiently realized by maximizing the collinearity between the estimated impact response (EIR) and TIR. Following the localization result, the forward transfer matrix between time histories of the impact force and TIR is established, and the unknown impact force is accurately reconstructed by solving the invers problem through truncated singular value decomposition (TSVD) based Tikhonov regularization technique. Numerical simulations conducted on a spring-mass-damper system, along with experimental validations performed on a clamped–clamped beam and a cantilevered metal plate, demonstrate that the proposed method yields both remarked robustness and accurate identification results.

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来源期刊
CiteScore
4.40
自引率
10.70%
发文量
234
审稿时长
4-8 weeks
期刊介绍: Archive of Applied Mechanics serves as a platform to communicate original research of scholarly value in all branches of theoretical and applied mechanics, i.e., in solid and fluid mechanics, dynamics and vibrations. It focuses on continuum mechanics in general, structural mechanics, biomechanics, micro- and nano-mechanics as well as hydrodynamics. In particular, the following topics are emphasised: thermodynamics of materials, material modeling, multi-physics, mechanical properties of materials, homogenisation, phase transitions, fracture and damage mechanics, vibration, wave propagation experimental mechanics as well as machine learning techniques in the context of applied mechanics.
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