Material Classification Based on Vibration Analysis

Author:

Al-Bkree Mahmod1

Affiliation:

1. Óbuda University , Bánki Donát Faculty of Mechanical and Safety Engineering, Institute of Mechatronics and Vehicle Engineering , Budapest , Hungary

Abstract

Abstract In this paper, we investigate the characteristics of an object’s vibration in identifying its material of construction. A simple vibration test is performed to classify different types of materials. The test is done by performing small hammer excitation on the object then recording its vibration using one acceleration sensor. Four different materials were tested (steel, hardwood, softwood, and plastic). The vibration signal was analyzed using MATLAB based model. The trained model was able to recognize the testing samples of each material. The advantages of this method are that it is accurate, fast and simple, can be performed on-site and is relatively inexpensive.

Publisher

Muszaki Tudomanyos Kozlemenyek

Subject

General Arts and Humanities

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Discriminating different materials by means of vibrations;Frontiers in Manufacturing Technology;2022-08-11

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