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倾斜曲线裂缝复合梁:再生铝复合材料的实验与计算分析以及与人工神经网络的比较

Inclined Curved Crack Composite Beam: Experimental and Computational Analysis with Recycled Aluminum Composite Materials and Comparison with an Artificial Neural Network.

作者信息

Ravichandran Ashok, Mohanty Prases K, Asiri Abdullah Naser M, Islam Saiful

机构信息

Department of Mechanical Engineering, National Institute of Technology, Jote, Arunachal Pradesh 791113, India.

Civil Engineering Department, King Khalid University, Abha 61421, Saudi Arabia.

出版信息

ACS Omega. 2024 Jan 20;9(4):4395-4411. doi: 10.1021/acsomega.3c04535. eCollection 2024 Jan 30.

DOI:10.1021/acsomega.3c04535
PMID:38313506
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10832002/
Abstract

This research focuses on an inclined curved crack model for a recycled aluminum composite beam at various crack depths and locations. The inclined curved crack equation of the motion, by governing a free vibration curved beam with a different depth of crack, is solved computationally via the differential quadrature method (DQM) and experimentally; additionally, the result of the natural frequency has been compared with various depths of curvature. For the first four modes of cracked beams, the computational method's output is used to determine the natural frequencies associated with mode shapes. The outcomes of the computational results suggested a structural health monitoring system to detect deterioration in composite structures when modal parameters have changed. An experimental set of results was validated using MATLAB2019a, and the outcomes were compared with an artificial neural network.

摘要

本研究聚焦于再生铝复合梁在不同裂纹深度和位置的倾斜曲线裂纹模型。通过用微分求积法(DQM)对具有不同裂纹深度的自由振动曲梁进行控制,求解了倾斜曲线裂纹的运动方程,并进行了实验研究;此外,还将固有频率的结果与不同曲率深度进行了比较。对于裂纹梁的前四种模态,采用计算方法的输出结果来确定与模态形状相关的固有频率。计算结果表明,当模态参数发生变化时,可利用结构健康监测系统检测复合结构的损伤。利用MATLAB2019a对一组实验结果进行了验证,并将结果与人工神经网络进行了比较。

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本文引用的文献

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Dynamic Response of Angle Ply Laminates with Uncertainties Using MARS, ANN-PSO, GPR and ANFIS.使用MARS、ANN-PSO、GPR和ANFIS研究含不确定性的角铺设层合板的动态响应
Materials (Basel). 2021 Jan 14;14(2):395. doi: 10.3390/ma14020395.
2
Damage localization method for plates based on the time reversal of the mode-converted Lamb waves.基于模态转换兰姆波时间反转的板损伤定位方法。
Ultrasonics. 2019 Jan;91:19-29. doi: 10.1016/j.ultras.2018.07.007. Epub 2018 Jul 20.