Modal test and finite element updating of sprayer boom truss

被引:1
作者
Chen, Qi [1 ]
Zhou, Shaohao [1 ]
Xiao, Yuanfeng [1 ]
Chen, Linfeng [1 ]
Zhou, Yang [1 ]
Zhang, Lihua [1 ]
机构
[1] Sichuan Agr Univ, Coll Mech & Elect Engn, Yaan 625014, Peoples R China
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Spray boom; Finite element analysis; Modal experiment; Model updating; MOTIONS; FIELD;
D O I
10.1038/s41598-024-73640-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In addressing the finite element model and actual structural error of the sprayer boom truss, this study aims to achieve high-precision dynamic characteristics, enhance simulation credibility, make informed optimization decisions, and reduce testing costs. The research investigates the dynamic behavior of the sprayer boom truss through modal experiments and finite element simulations. Initially, modal parameters of the sprayer boom are obtained through experimental testing, validating their reasonableness and reliability. Subsequently, Ansys Workbench18.0 simulation software was employed to analyze the finite element model of the sprayer boom, revealing a maximum relative error of 11.93% compared to experimental results. To improve accuracy, a kriging-based response surface model was constructed, and multi-objective parameter adjustments using the MOGA algorithm reduce the maximum relative error to 4.6%. Sensitivity analysis further refines the model by optimizing target parameters, resulting in a maximum relative error of 4.96%. These findings demonstrate the effective enhancement of the corrected finite element model's precision, with the response surface method outperforming sensitivity analysis the maximum relative error between the updated finite element model and experimental results was within the engineering allowable range, confirming the effectiveness of the updated model.
引用
收藏
页数:13
相关论文
共 18 条
  • [11] Spray boom motions and spray distribution .1. Derivation of a mathematical relation
    Ramon, H
    DeBaerdemaeker, J
    [J]. JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH, 1997, 66 (01): : 23 - 29
  • [12] Spray boom motions and spray distribution .2. Experimental validation of the mathematical relation and simulation results
    Ramon, H
    Missotten, B
    DeBaerdemaeker, J
    [J]. JOURNAL OF AGRICULTURAL ENGINEERING RESEARCH, 1997, 66 (01): : 31 - 39
  • [13] Stein M. L., 1999, Interpolation of spatial data: some theory for kriging. Springer series in statistics, DOI DOI 10.1007/978-1-4612-1494-6
  • [14] [翁顺 Weng Shun], 2021, [工程力学, Engineering Mechanics], V38, P1
  • [15] The Spearman correlation formula
    Wissler, C
    [J]. SCIENCE, 1905, 22 : 309 - 311
  • [16] Xu De-jin, 2020, Chinese Journal of Pesticide Science, V22, P324
  • [17] [许向红 Xu Xianghong], 2023, [力学学报, Chinese Journal of Theoretical and Applied Mechanics], V55, P1753
  • [18] [张皓 Zhang Hao], 2019, [力学进展, Advances in Mechanics], V49, P542