Multi-objective preform optimization using RSM

Yanhui Yang, Dong Liu, Ziyan He, Zijian Luo

Research output: Contribution to journalArticlepeer-review

24 Scopus citations

Abstract

The multi-objective optimization was studied using response surface method (RSM) and FEM simulation for a preform design of aeroengine disk forging. Firstly, taking the deformation homogeneity within forgings and die filling completeness as the objective, a reduced quadratic model was developed through regression analysis and ANOVA (analysis of variance), and then the optimal results are obtained and discussed. Secondly, redesign and optimization were carried out to reduce the deformation load on the basis of the former optimization results. The results show that RSM is an effective and flexible method to realize multi-objective preform optimization design for hard deformed material forging.

Original languageEnglish
Pages (from-to)1019-1024
Number of pages6
JournalXiyou Jinshu Cailiao Yu Gongcheng/Rare Metal Materials and Engineering
Volume38
Issue number6
StatePublished - Jun 2009

Keywords

  • FEM simulation
  • Multi-objective optimization
  • Preform design
  • Response surface method (RSM)

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