中国机械工程 ›› 2024, Vol. 35 ›› Issue (03): 559-569.DOI: 10.3969/j.issn.1004-132X.2024.03.018

• 工程前沿 • 上一篇    下一篇

基于NSGA-Ⅱ的滑油泵叶轮结构优化设计

孙永国1;金欣1;薛冬1;单建平2;石晓春2   

  1. 1.哈尔滨理工大学机械动力工程学院,哈尔滨,150080
    2.哈尔滨鑫华航空工业股份有限公司,哈尔滨,150066

  • 出版日期:2024-03-25 发布日期:2024-04-23
  • 作者简介:孙永国,男,1964 年生,教授。研究方向为特种机械传动理论、现代设计理论与方法、数控加工技术等。E-mail:2120110177@stu.hrbust.edu.cn。
  • 基金资助:
    黑龙江省重大科技专项(2019ZX03A03);黑龙江省重点研发项目(2022ZX07D02);航空附件传动系统关键技术研究和示范应用项目(SC2021ZX05A0044)

Optimal Design of Slip Oil Pump Impeller Structures Based on NSGA-Ⅱ

SUN Yongguo1;JIN Xin1;XUE Dong1;SHAN Jianping2;SHI Xiaochun2   

  1. 1.School of Mechanical Power Engineering,Harbin University of Science and Technology,
    Harbin,150080
    2. Harbin Xinhua Aviation Industry Co.,Ltd.,Harbin,150066

  • Online:2024-03-25 Published:2024-04-23

摘要: 滑油泵常需要在高空、低压工况下稳定运转,常会出现供油不足、效率降低等问题。为了得到满足设计要求且具有最佳性能的滑油泵,以某直升机用滑油泵叶轮为研究对象,对其结构进行优化设计。选择高空两个典型工况的效率与扬程作为优化目标,利用NSGA-Ⅱ算法对滑油泵叶轮几何参数进行寻优,对优化前后的滑油泵效率、扬程进行对比分析。采用CFD流体仿真及实验方法对优化结果进行对比验证。结果表明:所选优化参数对滑油泵性能有较大影响,优化后的滑油泵叶片位置附近流动更加平稳,高低压区域过渡平缓,能量损失更小,且降低了汽蚀发生的可能性;优化后的滑油泵设计点扬程提高2.6 m,效率提高2.86%。

关键词: 滑油泵叶轮, 优化设计, 非支配排序遗传算法NSGA-Ⅱ, 扬程, 效率

Abstract: Slip oil pumps often needed to operate stably at high altitude and under low pressure conditions, which often led to cause problems such as insufficient oil supply and reduced efficiency. In order to get the best performance of the pump to meet the design requirements, this paper taken the impeller of a helicopter oil pump as the research object and to optimise the structure. The efficiency and lift of two typical working conditions at high altitude were selected as the optimisation targets, and the NSGA-Ⅱ was used to optimise the geometric parameters of the oil pump impellers, and the efficiency and lift of the oil pump before and after the optimisation were compared and analysed. CFD fluid simulation and experimental methods were used to verify the optimisation results. The results show that: the selected optimization parameters have a greater impact on the performance of the slip oil pumps, near the optimized slip oil pump vane positions the flow is more smooth, the high and low pressure areas of the excessively smooth, the energy loss is smaller, and the possibility of cavitation is reduced. The optimized slip oil pump design point lift increases 2.6 m, the efficiency increases 2.86%.

Key words: oil pump impeller, optimal design, non-dominated sorting genetic algorithm(NSGA-Ⅱ), lift, efficiency

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