2012, Volume 7, Issue 4
Frontiers of Mechanical Engineering >> 2012, Volume 7, Issue 4 doi: 10.1007/s11465-012-0350-3
Simulation and analysis of grinding wheel based on Gaussian mixture model
Mechanical Engineering College, University of Shanghai for Science and Technology, Shanghai 200093, China
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Abstract
This article presents an application of numerical simulation technique for the generation and analysis of the grinding wheel surface topographies. The ZETA 20 imaging and metrology microscope is employed to measure the surface topographies. The Gaussian mixture model (GMM) is used to transform the measured non-Gaussian field to Gaussian fields, and the simulated topographies are generated. Some numerical examples are used to illustrate the viability of the method. It shows that the simulated grinding wheel topographies are similar with the measured and can be effective used to study the abrasive grains and grinding mechanism.
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