Paper Title:
Grinding Monitoring through Thermal Acoustic Emission Signatures
  Abstract

This paper presents recent development in acoustic emission (AE) technique for grinding process monitoring. It demonstrated the similarity of thermal acoustic emission feature existing in grinding processes and laser irradiation tests. An innovative concept that grinding process can be monitored by using thermal AE signatures from laser irradiation tests has been proposed. Based on such idea, an artificial neural network (ANN) was built and the results showed that grinding performance variation due to wheel wear can be identified by using the ANN. This development could bring great benefits by reducing experimental works in the preparation of an ANN for grinding monitoring.

  Info
Periodical
Chapter
Chapter 1: Grinding Technology
Edited by
Taghi Tawakoli
Pages
287-293
DOI
10.4028/www.scientific.net/AMR.325.287
Citation
X. Chen, A. Mohamed, J. Folkes, "Grinding Monitoring through Thermal Acoustic Emission Signatures", Advanced Materials Research, Vol. 325, pp. 287-293, 2011
Online since
August 2011
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Price
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