Study of the Use of Piezoelectric Diaphragm as a Low-Cost Alternative to the Acoustic Emission Sensor in Dressing Operation of Aluminum Oxide Wheels

Autor:	Pedro Oliveira Junior, Breno O. Fernandez, Fabio Romano Lofrano Dotto, Paulo Roberto de Aguiar, Wenderson Nascimento Lopes, Eduardo Carlos Bianchi
Přispěvatelé:	Para Federal Institute (IFPA), Universidade Estadual Paulista (UNESP), Desenvolvimento e Consultoria, University Center of Lins (UNILINS)
Rok vydání:	2021
Předmět:	low-cost system Materials science Diaphragm (acoustics) digital signal processing Acoustics Condition monitoring Context (language use) piezoelectric transducers Grinding wheel Piezoelectricity Grinding Acoustic emission Buzzer Electrical and Electronic Engineering Instrumentation sensor monitoring
Zdroj:	Scopus Repositório Institucional da UNESP Universidade Estadual Paulista (UNESP) instacron:UNESP
ISSN:	2379-9153 1530-437X
DOI:	10.1109/jsen.2021.3085246
Popis:	Made available in DSpace on 2022-05-01T05:28:59Z (GMT). No. of bitstreams: 0 Previous issue date: 2021-08-15 Acoustic emission (AE) sensors have been widely used for tool condition monitoring in the grinding process. Recently, the piezoelectric diaphragm (piezoelectric buzzer) was introduced as a low-cost alternative for the same purpose. In this context, the present research work aims to study the efficiency of the piezoelectric diaphragm as a viable substitute to AE sensors in monitoring the dressing of structurally distinct aluminum oxide grinding wheels. Dressing tests were conducted using two industrial wheels, which were subjected to various dressing conditions. The signals generated by the AE and piezoelectric diaphragm sensors were collected simultaneously and subsequently analyzed in both time and frequency domains. The most relevant features related to the dressing were extracted through the following metrics: energy criterion, Pearson correlation coefficient, power spectral density (PSD), fast Fourier transform (FFT), and magnitude-squared coherence (MSC). Correlation greater than 80% was found between the piezoelectric diaphragm and AE sensor signals for determining the actual grinding wheel condition, which indicates the piezoelectric diaphragm as a viable alternative to the commercial AE sensors in dressing operation monitoring. Para Federal Institute (IFPA) Department of Electrical and Mechanical Engineering Sao Paulo State University FAROL Pesquisa Desenvolvimento e Consultoria School of Engineering University Center of Lins (UNILINS) Department of Electrical and Mechanical Engineering Sao Paulo State University
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5af4268dc94ae6ee29f6cf90fbc83005 https://doi.org/10.1109/jsen.2021.3085246 Zobrazit plný text záznamu