OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSM
The response surface model simulation experiment method is proposed on the basis of the influence of the dynamic characteristics of the structure on the comprehensive performance and the low efficiency of the engineering optimization design. By combining the ideas of the optimal design of space fill...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Strength
2020-01-01
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| Series: | Jixie qiangdu |
| Subjects: | |
| Online Access: | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.03.015 |
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| _version_ | 1841535782111674368 |
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| author | YE Shuang LIU Qiang HUANG KunLan FAN LiZhong WANG Jie |
| author_facet | YE Shuang LIU Qiang HUANG KunLan FAN LiZhong WANG Jie |
| author_sort | YE Shuang |
| collection | DOAJ |
| description | The response surface model simulation experiment method is proposed on the basis of the influence of the dynamic characteristics of the structure on the comprehensive performance and the low efficiency of the engineering optimization design. By combining the ideas of the optimal design of space filling and Kriging interpolation to construct the initial agent model for optimal design of mechanical structure,and by using experimental design method,the error is bigger regional encrypted local encryption processing optimization,the approximate optimal solution and iteration of ideas,both inside and outside layer updating is established both in local and global space with high approximation accuracy of Kriging model. On this basis,Pareto optimal solution of the objective function is obtained based on the filter optimization algorithm and the multi-objective genetic algorithm.Finally,an example is given to demonstrate the effectiveness of the method. |
| format | Article |
| id | doaj-art-69b3bf0d98224ababa13ef83525f39e6 |
| institution | Kabale University |
| issn | 1001-9669 |
| language | zho |
| publishDate | 2020-01-01 |
| publisher | Editorial Office of Journal of Mechanical Strength |
| record_format | Article |
| series | Jixie qiangdu |
| spelling | doaj-art-69b3bf0d98224ababa13ef83525f39e62025-01-15T02:28:00ZzhoEditorial Office of Journal of Mechanical StrengthJixie qiangdu1001-96692020-01-014260460930608150OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSMYE ShuangLIU QiangHUANG KunLanFAN LiZhongWANG JieThe response surface model simulation experiment method is proposed on the basis of the influence of the dynamic characteristics of the structure on the comprehensive performance and the low efficiency of the engineering optimization design. By combining the ideas of the optimal design of space filling and Kriging interpolation to construct the initial agent model for optimal design of mechanical structure,and by using experimental design method,the error is bigger regional encrypted local encryption processing optimization,the approximate optimal solution and iteration of ideas,both inside and outside layer updating is established both in local and global space with high approximation accuracy of Kriging model. On this basis,Pareto optimal solution of the objective function is obtained based on the filter optimization algorithm and the multi-objective genetic algorithm.Finally,an example is given to demonstrate the effectiveness of the method.http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.03.015Axle-axle for light railOptimal space-filling designKrigingResponse surface methodScreening optimization algorithm |
| spellingShingle | YE Shuang LIU Qiang HUANG KunLan FAN LiZhong WANG Jie OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSM Jixie qiangdu Axle-axle for light rail Optimal space-filling design Kriging Response surface method Screening optimization algorithm |
| title | OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSM |
| title_full | OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSM |
| title_fullStr | OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSM |
| title_full_unstemmed | OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSM |
| title_short | OPTIMIZATION DESIGN OF THE INDEPENDENT WHEEL AXLE-AXLE BASED ON OSF AND RSM |
| title_sort | optimization design of the independent wheel axle axle based on osf and rsm |
| topic | Axle-axle for light rail Optimal space-filling design Kriging Response surface method Screening optimization algorithm |
| url | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.03.015 |
| work_keys_str_mv | AT yeshuang optimizationdesignoftheindependentwheelaxleaxlebasedonosfandrsm AT liuqiang optimizationdesignoftheindependentwheelaxleaxlebasedonosfandrsm AT huangkunlan optimizationdesignoftheindependentwheelaxleaxlebasedonosfandrsm AT fanlizhong optimizationdesignoftheindependentwheelaxleaxlebasedonosfandrsm AT wangjie optimizationdesignoftheindependentwheelaxleaxlebasedonosfandrsm |