液压伺服阀阀芯的动态特性分析与多目标优化

桂肃尧; 张轩; 张仕双; 傅波; 凌明祥

doi:10.7652/xjtuxb202212004

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液压伺服阀阀芯的动态特性分析与多目标优化

专题 ICFPMCE 2022国际会议(续) | 更新时间：2025-07-09

- 液压伺服阀阀芯的动态特性分析与多目标优化
- Dynamic Characteristic Analysis and Multi-Objective Optimization of Hydraulic Servo Valve Spool
- 西安交通大学学报 2022年56卷第12期页码：33-45
- 作者机构：
  
  1. 四川大学机械工程学院,成都,610065
  2. 中国工程物理研究院总体工程研究所,四川,绵阳,621900
- 作者简介：
  
  : 2022-06-21。作者简介: 桂肃尧(1998—),男,硕士生
  傅波(通信作者),男,教授。基金项目: 国家自然科学基金资助项目(52075179)
- 基金信息：
  
  : 2022-06-21。作者简介: 桂肃尧(1998—),男,硕士生;傅波(通信作者),男,教授。基金项目: 国家自然科学基金资助项目(52075179)
- DOI：10.7652/xjtuxb202212004
  中图分类号： TH137
- 网络首发：2022-12-10，
  
  纸质出版：2022
- 稿件说明：
移动端阅览
桂肃尧, 张轩, 张仕双, 等. 液压伺服阀阀芯的动态特性分析与多目标优化[J]. 西安交通大学学报, 2022,56(12):33-45.

GUI Suyao, ZHANG Xuan, ZHANG Shishuang, et al. Dynamic Characteristic Analysis and Multi-Objective Optimization of Hydraulic Servo Valve Spool[J]. 2022, 56(12): 33-45.
桂肃尧, 张轩, 张仕双, 等. 液压伺服阀阀芯的动态特性分析与多目标优化[J]. 西安交通大学学报, 2022,56(12):33-45. DOI： 10.7652/xjtuxb202212004.

GUI Suyao, ZHANG Xuan, ZHANG Shishuang, et al. Dynamic Characteristic Analysis and Multi-Objective Optimization of Hydraulic Servo Valve Spool[J]. 2022, 56(12): 33-45. DOI： 10.7652/xjtuxb202212004.

摘要

为了提高液压伺服阀的动态响应特性

对液压伺服阀的阀芯结构进行了多目标优化研究

建立了阀芯结构参数与作用力之间的数学模型。以阀芯动态响应的超调量、振荡次数和上升时间作为优化目标

以阀芯的优化结构参数作为设计变量

数学地描述了阀芯动态特性多目标优化问题。分别采用NSGA-Ⅱ、SPEA2两种多目标进化算法与Simulink相结合对阀芯进行优化

评估了两种多目标进化算法的表现

得到了阀芯的最优设计参数。采用CFD、Simulink仿真验证了优化效果

结果表明:对应液压伺服阀入口压力工况为7、14、21 MPa时

作用在优化后阀芯上的稳态液动力相比优化前下降了37.10%、34.39%、30.53%; 优化后的上升时间平均降低了3.77 ms

平均改善了61.74%; 优化后的超调量平均改善了9.41%。

Abstract

In order to improve the dynamic response characteristics of the hydraulic servo valve

a multi-objective optimization study is conducted on the spool structure of the hydraulic servo valve. A mathematical model between the structural parameters of the spool and the force acting on the spool is established. The multi-objective optimization problem of the dynamic characteristics of the spool is described mathematically with the overshoot

number of oscillations and rise time of the spool as the optimization objectives and the structural parameters of the spool as the design variables. Two multi-objective evolutionary algorithms

namely NSGA-II and SPEA2

are employed in combination with Simulink to optimize the spool. The performances of these two multi-objective evolutionary algorithms are evaluated and the optimal design parameters for the spool are determined. CFD and Simulink simulation are employed to verify the optimization. The results show that when the inlet pressure of the servo valve is set at 7 MPa

14 MPa and 21 MPa

the steady-state flow force acting on the optimized spool decreases by 37.10%

34.39%

and 30.53% compared with unoptimized spool. The optimized rise time is reduced by an average of 3.77 ms and improved by an average of 61.74%. The optimized overshoot is improved by an average of 9.41%.

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Keywords

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