吉林大学学报(工学版) ›› 2025, Vol. 55 ›› Issue (8): 2487-2500.doi: 10.13229/j.cnki.jdxbgxb.20231312

• 车辆工程·机械工程 • 上一篇    

考虑动力学性能的高速薄壁齿轮多目标优化

刘长钊1,2(),宋健1,2,李峥琪1,2,张铁1,2,王磊1,2   

  1. 1.重庆大学 高端装备机械传动全国重点实验室,重庆 400044
    2.重庆大学 机械与运载工程学院,重庆 400030
  • 收稿日期:2023-11-28 出版日期:2025-08-01 发布日期:2025-11-14
  • 作者简介:刘长钊(1990-),男,副教授,博士. 研究方向:齿轮传动与优化设计. E-mail: czliu@cqu.edu.cn
  • 基金资助:
    国家自然科学基金项目(52375040);重庆市技术创新与应用发展专项项目(CSTB2022TIAD-KPX0043);重庆市自然科学基金项目(CSTB2023NSCQ-MSX0085);江苏省科技成果转化专项项目(BA2022033)

Multi-objective optimization of high-speed thin-walled gears considering dynamic performance

Chang-zhao LIU1,2(),Jian SONG1,2,Zheng-qi LI1,2,Tie ZHANG1,2,Lei WANG1,2   

  1. 1.State Key Laboratory of Mechanical Transmission for Advanced Equipment,Chongqing University,Chongqing 400044,China
    2.College of Mechanical and Vehicle Engineering,Chongqing University,Chongqing 400030,China
  • Received:2023-11-28 Online:2025-08-01 Published:2025-11-14

摘要:

为提高功率密度,航空齿轮通常采用薄腹板、薄轮缘等薄壁结构,但这会使齿轮高度柔性化,进而导致动力学性能下降。在高速薄壁齿轮设计中,如何平衡轻量化和动力学性能,以实现系统性能最优是一大难题。因此,本文首先考虑薄壁齿轮、轴和箱体等构件柔性、齿轮6自由度以及离心力、惯性力的影响,建立了高速薄壁齿轮系统柔性多体动力学模型,并通过实验进行了验证。其次,提出了基于柔性齿轮动力学的高速薄壁齿轮多目标轻量化优化设计方法。优化设计中,基于高速薄壁齿轮动力学仿真,建立了动力学性能、强度、疲劳寿命评价指标;采用参数-性能相关性分析方法,选取了影响较大的参数进行优化。最后,开展了多目标轻量化设计研究,获得了相比传统设计振动噪声更低、重量更轻的高速薄壁齿轮系统。

关键词: 机械设计, 高速薄壁齿轮, 柔性多体动力学, 参数-性能相关性分析, 多目标优化, 轻量化

Abstract:

In order to improve the power density, the aviation gear is usually made of thin wall structure such as thin web and thin rim, but this will make the gear highly flexible, resulting in decreased dynamic performance. In high-speed thin-walled gear design, how to balance lightweight and dynamic performance to make the system performance optimal is a big problem. Therefore, firstly considering the influence of thin-walled gear, shaft, housing and other components flexibility, gear 6 degrees of freedom, centrifugal force, inertia force, the flexible multi-body dynamics model of high-speed thin-walled gear system is established, and verified by experiments. Secondly, a multi-objective lightweight optimization design method for high-speed thin-walled gears based on flexible gear dynamics is proposed. In the optimization design, based on the dynamic simulation of high-speed thin-walled gear, the evaluation indexes of dynamic performance, strength and fatigue life are established. The parameter-performance correlation analysis method is used to select the most influential parameters for optimization. Finally, the multi-objective lightweight design research is carried out, and the high-speed thin-walled gear system with lower vibration noise and lighter weight compared to traditional designs is obtained.

Key words: mechanical design, high-speed thin-walled gears, flexible multi-body dynamics, parameter-performance correlation analysis, multi-objective optimization, lightweight

中图分类号: 

  • TH132.4

表1

齿轮主要参数"

参数名称小齿轮大齿轮
齿数3568
法向模数/mm2.52.5
法向压力角/(°)2525
螺旋角/(°)1212
法向齿顶高系数11
法向顶隙系数0.250.25
齿宽/mm4040

图1

高速薄壁齿轮系统"

图2

斜齿圆柱齿轮啮合模型"

图3

箱体模型及节点"

图4

大齿轮模型及节点"

图5

小齿轮模型及节点"

图6

节点i的受力分析"

图7

高速薄壁齿轮系统柔性多体动力学模型"

图8

实验台现场图"

图9

实验和仿真振动加速度时域与频域对比"

表2

实验与仿真振动加速度对比"

方向振动加速度峰峰值/(m·s-2啮合频率fm幅值/(m·s-2
实验仿真误差/%实验仿真误差/%
X183.18171.816.219.0510.1812.49
Y109.65115.625.445.255.392.67
Z148.17131.5811.2023.4624.022.39

图10

高速薄壁齿轮系统优化设计流程图"

图11

节点偏移评价区域"

图12

箱体表面空气噪声辐射示意图"

图13

齿轮材料S-N曲线"

图14

高速薄壁齿轮优化参数示意图"

图15

参数自动化建模、数据交互及自动仿真程序"

图16

尺寸约束示意图"

图17

参数-性能相关系数矩阵"

图18

壁厚对最大振动速度和总质量的影响"

图19

轴最大振动偏移量-轴通孔直径曲线"

表3

筛选后的结构设计参数"

部件或结构符号物理意义
减重孔nrh减重孔数量
drh减重孔径向位置
wrh减重孔宽度
αrh减重孔周向角
轮缘和腹板drim轮缘内径
lout腹板外径处与左端面距离
tout腹板外径处壁厚
lin腹板内径处与左端面距离
tin腹板内径处壁厚
dsh轴通孔直径
箱体th箱体壁厚

图20

多目标优化可行解集"

图21

优化目标域中的Pareto最优解集"

表4

原设计与多目标优化权衡解性能对比"

性能目标原设计权衡解1权衡解2
emt0.1740.1620.165
ms/kg41.6638.4331.57
vmax/(mm·s-18.588.4611.15

表5

原设计与多目标优化后的结构参数"

结构参数原设计权衡解1权衡解2
nrh043
drh/mm087.1093.17
wrh/mm015.7825.32
αrh/rad00.080.03
drim/mm155161.50155.88
lout/mm1411.0113.96
tout/mm128.824.06
lin/mm1410.393.28
tin/mm128.809.94
dsh/mm09.3410.12
th/mm1514.2011.27

图22

原设计与权衡解1的薄壁大齿轮"

图23

原设计与权衡解的啮合力矩对比"

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