Research of Data Processing Methods for Metal Cutting Finite Element Analysis Results
| Periodical | Applied Mechanics and Materials (Volume 192) |
|---|---|
| Main Theme | Advanced Mechanical Engineering II |
| Edited by | Zhenyu Du and Bin Liu |
| Pages | 14-18 |
| DOI | 10.4028/www.scientific.net/AMM.192.14 |
| Citation | Ming Cong et al., 2012, Applied Mechanics and Materials, 192, 14 |
| Online since | July, 2012 |
| Authors | Ming Cong, Jian Song |
| Keywords | Data Processing, DEFORM-3D, Finite Element Simulation, Mathematical Statistics, Metal Cutting, Six-Sigma Rule, Wavelet Analysis |
| Price | US$ 28,- |
In this paper, the turning process of 45# steel was simulated and analyzed based on the metal cutting finite element analysis software DEFORM-3D. The analysis result of cutting force was gained. However, due to some reasons of the software itself, there is noise data in analysis results. Thus, it’s needed to filter the data to extract useful information. The selected short-duration and steady-state cutting force data was processed with the use of six-sigma rule through mathematical statistics analysis. As a result, some bad data were rejected. Noise data was filtered out via wavelet analysis and the processed function curve of cutting force that changes with time during the whole cutting course was gained.