Vibration Performance Analysis and Multi-Objective Optimization Design of a Tractor Scissor Seat Suspension System

被引:9
作者
Zhang, Shuai [1 ]
Wei, Weizhen [1 ]
Chen, Xiaoliang [1 ,2 ]
Xu, Liyou [1 ,3 ]
Cao, Yuntao [4 ,5 ]
机构
[1] Henan Univ Sci & Technol, Coll Vehicle & Traff Engn, Luoyang 471003, Peoples R China
[2] Henan Inst Technol, Sch Vehicle & Traff Engn, Xinxiang 453000, Peoples R China
[3] Henan Univ Sci & Technol, Adv Mfg Mech Equipment Henan Prov Collaborat Innov, Luoyang 471003, Peoples R China
[4] Gen R&D Inst China FAW Grp Co Ltd, Changchun 130022, Peoples R China
[5] Jilin Univ, State Key Lab Automot Simulat & Control, Changchun 130022, Peoples R China
来源
AGRICULTURE-BASEL | 2023年 / 13卷 / 01期
关键词
scissor seat; suspension system; vibration performance; approximate model; multi-objective optimization; EXPOSURES; STIFFNESS;
D O I
10.3390/agriculture13010048
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
The combination of characteristic parameters is the key and difficult point to improving the vibration attenuation of scissor seat suspension. This paper proposes a multi-objective optimization method based on entropy weight gray correlation to optimize the combination of characteristic parameters with better vibration attenuation. The differential equation of seat suspension motion is derived through mechanical analysis, and a simplified driver seat suspension single degree of freedom model is constructed. The range of spring stiffness and damper damping is calculated theoretically. Through main effect analysis and analysis of contribution, the main influencing factors of seat suspension vibration attenuation are studied, and the influence correlation of the main factors is analyzed. On this basis, the spring stiffness and damper damping are taken as control variables, and the upper plane acceleration, displacement, and transfer rate of the seat suspension are taken as optimization objectives. The Optimal Latin Hypercube Sampling (OLHS) was used to sample the Design of Experiments (DoE), fit the RBF surrogate model, and screen the optimal solution based on the MNSGA-II algorithm and entropy weight gray relation ranking method. The comparative analysis of the performance before and after optimization shows that the vibration reduction performance response indexes of the acceleration, displacement, and transmissibility of the optimized seats are increased by 66.41%, 2.31%, and 8.19%, respectively. The design and optimization method proposed in this study has a significant effect on the vibration reduction of seats, which provides a reference for the optimization of the vibration reduction performance of seat suspension.
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页数:28
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