Reliability Optimization Design of Diesel Engine System Based on the GO Method

Yuhang Cui, Huina Mu, Xiaojian Yi*, Shijie Wei*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

A reliability optimization design method based on the goal-oriented (GO) method is proposed in this study to tackle the problem of engine reliability optimization design. This proposed method considers a V-type diesel engine as the research object. Firstly, the reliability modeling and evaluation of diesel engines are conducted by the GO method. Secondly, the functional reliability is assigned according to the difference in diesel engine function. Finally, a three-objective diesel reliability optimization design model is constructed with the optimization objectives of maximizing robustness and reliability and minimizing cost. Then, an NSGA-II-PSO hybrid algorithm based on the GO method is designed to handle the problem, and the design interval of unit reliability is obtained. The results of the case study demonstrate that this method not only meets the requirements of reliability design but also achieves the purpose of reliability optimization design, providing a reference for other types of equipment.

Original languageEnglish
Article number3727
JournalApplied Sciences (Switzerland)
Volume13
Issue number6
DOIs
Publication statusPublished - Mar 2023

Keywords

  • GO method
  • NSGA-II
  • PSO
  • diesel engine
  • system reliability optimization design

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