电磁阀
螺线管
序列二次规划
工程类
控制理论(社会学)
磁铁
悬挂(拓扑)
主动悬架
超调(微波通信)
电磁线圈
二次规划
机械工程
数学优化
计算机科学
数学
执行机构
电气工程
同伦
纯数学
控制(管理)
人工智能
作者
Fei Meng,Huiyan Chen,Hao Liu,Bing Han,Xingfu Nie
标识
DOI:10.1504/ijvd.2015.071073
摘要
This paper presents investigations on the optimisation of a proportional solenoid valve design for active suspension systems in heavy vehicles. The dynamic models of proportional solenoid valve were developed. To provide rapid opening and closing of the valve, expressions for magnetic attraction force, coil temperature, magnet volume, spool velocity and hydraulic force acting on the valve were developed, depending on the dimensions. The collaborative optimisation (CO) method was employed to solve the proportional solenoid valve optimisation problem. The Non-Dominated Sorting Algorithm-II (NSGA-II) method was applied to solve the system level optimisation problem, and the sequence quadratic programming (SQP) was used for the subsystem optimisation solution. The results showed that the volume minimisation was improved by about 25% compared to the unoptimised design. The output pressure response time improved by 2 ms with an overshoot similar to one obtained in unoptimised design. The analysis and accuracy of the optimisation results were verified experimentally.
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