Technological Parameter Optimization of Disc-Milling Grooving of Titanium Alloy Based on Grey Correlation Degree

Zhishan Li, Yaoyao Shi, Hongmin Xin, Tao Zhao, Cheng Yang

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

In present paper, aim to some problems such as big material removal rate, serious tool wear and obvious plastic deformation during disc-milling grooving, the orthogonal experiment with three factors and three levels was designed. First, the multi-objective optimization was converted to single-objective optimization based on grey correlation analysis, the influence weight of material removal rate, tool life and the depth of residual stress layer on grey correlation degree was determined via principal component analysis. Second, by means of regression analysis of experiment data, the prediction model of grey correlation degree and technological parameters was developed. Accordingly, the variation of material removal rate, tool life, the depth of residual stress layer and grey correlation degree resulted from the various technological parameter were studied. Further, the optimization scheme of technological parameter was put forward. Finally, the technological parameters were optimized with response surface methodology. And then, the disc-milling grooving experiment was carried out. The experiment results showed that material removal rate can be improved significantly under the condition of meeting the request of tool life and the depth of residual stress layer.

Original languageEnglish
Pages (from-to)139-148
Number of pages10
JournalXibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University
Volume36
Issue number1
DOIs
StatePublished - Feb 2018

Keywords

  • Design of experiments
  • Disc-milling grooving
  • Grey correlation degree
  • Material removal rate
  • Multiobjective optimization
  • Parameter optimization
  • Tool life

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