机械科学与技术2024，Vol.43Issue(7)：1189-1198,10.DOI:10.13433/j.cnki.1003-8728.20230040
轴向柱塞泵配流副椭圆开口偏置类抛物线微织构多目标优化
Multi-objective Optimization of Elliptic Opening Offset Parabola Micro-texture in Port Plate Pair of Axial Piston Pump
摘要
Abstract
In order to improve the bearing pressure,friction-wear resistance and loss-volume efficiency of the port plate pair of an axial piston pump,the port plate of a swash-plate axial piston pump was taken as the prototype to study the influence of shape parameters of elliptic opening offset parabola micro-texture(EOOPT)on the bearing pressure and friction coefficient of the port plate pair with the CFD method based on the orthogonal experimental theory.The shape parameters of EOOPT are optimized with the neural network and the genetic algorithm jointly.Then,the response surface analysis was used to study the influence of EOOPT distribution parameters on the bearing pressure,friction coefficient and leakage amount of the port plate pair,and the shape parameters were optimized.Finally,the relative performance of the port plate pair with the EOOPT texture is compared with that of the port plate pair without EOOPT texture.The results show that the bearing pressure of the former is 11.23%higher than that of the latter and that the friction coefficient and leakage amount are reduced by 16.67%and 2.96%respectively.关键词
配流副/微织构/承载压强/泄漏量/多目标优化Key words
port plate pair/micro-texture/bearing pressure/leakage amount/multi-objective optimization分类
机械制造引用本文复制引用
徐平,罗晶,董立鹏,于英华,沈佳兴,黎文利..轴向柱塞泵配流副椭圆开口偏置类抛物线微织构多目标优化[J].机械科学与技术,2024,43(7):1189-1198,10.基金项目
国家自然科学基金项目(52005238)与辽宁省教育厅科学技术研究(重点攻关)项目(LJ2020ZD001) （52005238）
