Skip to main navigation Skip to search Skip to main content

Multi-objective optimization for section of sandwich plate applied to high-speed train compartments

  • Xi'an Jiaotong University

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

To investigate the structures of high speed train side walls applicable to different running speeds and operation conditions, a multi-objective optimization design is carried out following structure topology optimization. The weight of sandwich plate, static compliance and maximum deformation are defined as the objectives, the thickness of face panels and cores in five parts of the side wall as the variables while the changing air pressure gradient in compartments as the constraint. The surrogate model techniques are implemented for constructing the response surfaces of objective and constraint functions. Then a multi-objective optimization is performed with NSGA-II to generate a Pareto solution set. The structure performance in Pareto set is greatly improved by 8.21% to 33.58% than that from topology structure, besides, the Pareto solution set provides many alternative Pareto-optimal solutions for optimization design of the sandwich plate section in high-speed trains.

Original languageEnglish
Pages (from-to)62-67
Number of pages6
JournalHsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University
Volume47
Issue number1
StatePublished - Jan 2013

Keywords

  • Multi-objective optimization
  • NSGA-II algorithm
  • Pareto optimal solution set
  • Sandwich plate
  • Surrogate model

Fingerprint

Dive into the research topics of 'Multi-objective optimization for section of sandwich plate applied to high-speed train compartments'. Together they form a unique fingerprint.

Cite this