In-process grinding monitoring through acoustic emission



Título del documento: In-process grinding monitoring through acoustic emission
Revue: Journal of the Brazilian Society of Mechanical Sciences and Engineering
Base de datos: PERIÓDICA
Número de sistema: 000312357
ISSN: 1678-5878
Autores: 1


Instituciones: 1Universidade Estadual Paulista "Julio de Mesquita Filho", Departamento de Engenharia Eletrica, Bauru, Sao Paulo. Brasil
Año:
Periodo: Ene-Mar
Volumen: 28
Número: 1
Paginación: 118-124
País: Brasil
Idioma: Inglés
Tipo de documento: Artículo
Enfoque: Experimental
Resumen en inglés This work aims to investigate the efficiency of digital signal processing tools of acoustic emission signals in order to detect thermal damages in grinding processes. To accomplish such a goal, an experimental work was carried out for 15 runs in a surface grinding machine operating with an aluminum oxide grinding wheel and ABNT 1045 Steel as work material. The acoustic emission signals were acquired from a fixed sensor placed on the workpiece holder. A high sampling rate data acquisition system working at 2.5 MHz was used to collect the raw acoustic emission instead of the root mean square value usually employed. Many statistical analyses have shown to be effective to detect burn, such as the root mean square (RMS), correlation of the AE, constant false alarm rate (CFAR), ratio of power (ROP) and mean-value deviance (MVD). However, the CFAR, ROP, Kurtosis and correlation of the AE have been presented more sensitive than the RMS
Disciplinas: Ingeniería
Palabras clave: Ingeniería de control,
Ingeniería mecánica,
Alarmas,
Molienda,
Temperatura,
Monitoreo
Keyword: Engineering,
Control engineering,
Mechanical engineering,
Grinding,
Temperature,
Alarms,
Monitoring
Texte intégral: Texto completo (Ver PDF)