Cargando…
Structure optimization of gasket based on orthogonal experiment and NSGA-II
With the aim of enhancing both reliability and fatigue life of gasket, this study combines finite element analysis, orthogonal experimental design, dynamically-guided multi-objective optimization, and the non-dominated sorting genetic algorithm with elitist strategy to optimize the geometric paramet...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364935/ https://www.ncbi.nlm.nih.gov/pubmed/33900845 http://dx.doi.org/10.1177/00368504211011347 |
_version_ | 1785076945154736128 |
---|---|
author | Dong, Yi Liu, Jianmin Liu, Yanbin LI, Huaying Zhang, Shaoliang Hu, Xuesong Zhang, Xiaoming |
author_facet | Dong, Yi Liu, Jianmin Liu, Yanbin LI, Huaying Zhang, Shaoliang Hu, Xuesong Zhang, Xiaoming |
author_sort | Dong, Yi |
collection | PubMed |
description | With the aim of enhancing both reliability and fatigue life of gasket, this study combines finite element analysis, orthogonal experimental design, dynamically-guided multi-objective optimization, and the non-dominated sorting genetic algorithm with elitist strategy to optimize the geometric parameters of the cylinder gasket. The finite element method was used to analyze the temperature field, thermal-mechanical coupling stress field, and deformation of cylinder gasket. The calculation results were experimentally validated by measured temperature data, and comparison results show that the maximum error between calculated value and experiment value is 7.1%, which is acceptable in engineering problems. Based on above results and orthogonal experiment design method, the effects of five factors, including diameter of combustion chamber circle, diameter of coolant flow hole, length of the insulation zone between third and fourth cylinders, thickness of gasket, and bolt preload, on three indexes: temperature, stress, and deformation of gasket, were examined in depth. Through the variance analysis of the results, three important factors were identified to proceed later calculation. The dynamically guided multi-objective optimization strategy and the non-dominated sorting genetic algorithm were effectively used and combined to determine the optimal geometric parameters of cylinder gasket. Furthermore, calculation results suggest that temperature, stress, and deformation of the optimized cylinder gasket have been improved by 27.88 K, 16.84 MPa, and 0.0542 mm, respectively when compared with the origin object, which shows the excellent performance of gasket optimization and effectiveness of the proposed optimization strategy. |
format | Online Article Text |
id | pubmed-10364935 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-103649352023-08-09 Structure optimization of gasket based on orthogonal experiment and NSGA-II Dong, Yi Liu, Jianmin Liu, Yanbin LI, Huaying Zhang, Shaoliang Hu, Xuesong Zhang, Xiaoming Sci Prog Article With the aim of enhancing both reliability and fatigue life of gasket, this study combines finite element analysis, orthogonal experimental design, dynamically-guided multi-objective optimization, and the non-dominated sorting genetic algorithm with elitist strategy to optimize the geometric parameters of the cylinder gasket. The finite element method was used to analyze the temperature field, thermal-mechanical coupling stress field, and deformation of cylinder gasket. The calculation results were experimentally validated by measured temperature data, and comparison results show that the maximum error between calculated value and experiment value is 7.1%, which is acceptable in engineering problems. Based on above results and orthogonal experiment design method, the effects of five factors, including diameter of combustion chamber circle, diameter of coolant flow hole, length of the insulation zone between third and fourth cylinders, thickness of gasket, and bolt preload, on three indexes: temperature, stress, and deformation of gasket, were examined in depth. Through the variance analysis of the results, three important factors were identified to proceed later calculation. The dynamically guided multi-objective optimization strategy and the non-dominated sorting genetic algorithm were effectively used and combined to determine the optimal geometric parameters of cylinder gasket. Furthermore, calculation results suggest that temperature, stress, and deformation of the optimized cylinder gasket have been improved by 27.88 K, 16.84 MPa, and 0.0542 mm, respectively when compared with the origin object, which shows the excellent performance of gasket optimization and effectiveness of the proposed optimization strategy. SAGE Publications 2021-04-26 /pmc/articles/PMC10364935/ /pubmed/33900845 http://dx.doi.org/10.1177/00368504211011347 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Article Dong, Yi Liu, Jianmin Liu, Yanbin LI, Huaying Zhang, Shaoliang Hu, Xuesong Zhang, Xiaoming Structure optimization of gasket based on orthogonal experiment and NSGA-II |
title | Structure optimization of gasket based on orthogonal experiment and NSGA-II |
title_full | Structure optimization of gasket based on orthogonal experiment and NSGA-II |
title_fullStr | Structure optimization of gasket based on orthogonal experiment and NSGA-II |
title_full_unstemmed | Structure optimization of gasket based on orthogonal experiment and NSGA-II |
title_short | Structure optimization of gasket based on orthogonal experiment and NSGA-II |
title_sort | structure optimization of gasket based on orthogonal experiment and nsga-ii |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10364935/ https://www.ncbi.nlm.nih.gov/pubmed/33900845 http://dx.doi.org/10.1177/00368504211011347 |
work_keys_str_mv | AT dongyi structureoptimizationofgasketbasedonorthogonalexperimentandnsgaii AT liujianmin structureoptimizationofgasketbasedonorthogonalexperimentandnsgaii AT liuyanbin structureoptimizationofgasketbasedonorthogonalexperimentandnsgaii AT lihuaying structureoptimizationofgasketbasedonorthogonalexperimentandnsgaii AT zhangshaoliang structureoptimizationofgasketbasedonorthogonalexperimentandnsgaii AT huxuesong structureoptimizationofgasketbasedonorthogonalexperimentandnsgaii AT zhangxiaoming structureoptimizationofgasketbasedonorthogonalexperimentandnsgaii |