Spectral and Statistical Analysis for Damage Detection in Ceramic Materials

Abstract

In this study, the internal or superficial cracks that may occur during the production of ceramic plates were determined using the impact noise method. In the industry, ceramic materials are frequently used in areas such as kitchenware and construction. Many different methods are used in the quality control processes of ceramic materials. In this study, the sound produced by the impact applied to the ceramic material was analyzed. As a result of the analysis, the material was found to be undamaged or damaged. This method is called the Impulse Noise method. In this study, damaged and undamaged ceramic plates with different cracks were selected and impact plates were applied to the plates by impact pendulum. The ceramic plates used in the application have the same characteristics and dimensions produced by the same company of the same type. The noise generated as a result of the impact applied to a determined point on the tested materials was examined by Wigner-Ville method which is one of the time-frequency analysis methods. In addition, bispectrum and trispectrum analyzes, which are high-order spectral analysis (HOSA) methods, were used. Statistically, signal analysis with running minimum and maximum, mean value and peak to RMS examinations were also added. The applied methods give good results in differentiating between undamaged and damaged ceramic plates.

Non Invasive Decay Analysis of Monument Using Deep Learning Techniques

“…The analysis of higher-order spectral data is done. It has been discussed how cracks RMS value, minimum and maximum values, and peaks are calculated [27]. In order to get a more precise crack edge position, the crack edge of a civil structure was retrieved using an interpolation calculation-based subpixel edge detection approach.…”

Investigation of the Impact of Magnesium Doping on the Structural and Dielectric Properties of the Compound: (Na0.5Bi0.5)1-xMgx[(Ti0.8Zr0.2)0.9(Nb2/3Zn1/3)0.1]O3 (NBMTZNZ)

“…Inorganic compounds made by metals or semi-metals with non-metallic elements are called ceramics. A wide range of inorganic materials contains materials such as clay, sand and feldspar [1]. The abundance of raw materials has a lot of advantages such as: easy processing, simple manufacturing, relatively low cost and easy of use etc.…”