Chatter Vibration Monitoring in the Surface Grinding Process through Digital Signal Processing of Acceleration Signal
| Autor: | Fabio Romano Lofrano Dotto, Wenderson Nascimento Lopes, Felipe Alexandre, Paulo Roberto de Aguiar, Fabio Isaac Ferreira, Eduardo Carlos Bianchi |
|---|---|
| Jazyk: | angličtina |
| Rok vydání: | 2017 |
| Předmět: |
chatter
0209 industrial biotechnology Computer science business.industry Acoustics 020208 electrical & electronic engineering lcsh:A 02 engineering and technology Structural engineering Grinding wheel Signal grinding Grinding Vibration monitoring 020901 industrial engineering & automation Machining vibration signals Surface grinding 0202 electrical engineering electronic engineering information engineering Tool wear lcsh:General Works business Digital signal processing |
| Zdroj: | Proceedings, Vol 2, Iss 3, p 126 (2017) |
| ISSN: | 2504-3900 |
| Popis: | The grinding process is a manufacturing process that is performed at the end of the machining chain. In such step, the workpiece has a high added-value and therefore critical problems are not allowed, as they may lead to scrap and significant financial loss. Regenerative chatter is the most common form of self-excited vibration. It can occur often because most metal cutting operations involve overlapping cuts which can be a source of vibration amplification. The occurrence of the chatter phenomenon in the grinding process is considered a critical problem because it causes several negative effects, such as poor surface quality, unacceptable inaccuracy, and disproportionate tool wear, to name a few. The objective of this research work is to monitor the onset of the chatter phenomenon in grinding of SAE 1045 steel with an aluminum oxide grinding wheel by digital signal processing techniques of the acceleration signals. Experimental tests were performed in a surface grinding machine and using a data acquisition system with sampling frequency of 2 MHz. The data was analyzed with respect to the frequency content and the Ratio of Power (ROP) statistical parameter obtained for normal and chatter conditions. Visual inspections through digital images of the workpieces surfaces were conducted and then chatter frequency was determined. Results showed that the magnitudes related to the frequencies close to 30 Hz change as chatter phenomenon occurs. The ROP shows features related to the chatter vibrations. The methodology presented herein therefore allows for the automation and optimization of the grinding process. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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