Multi-objective optimization design of low-power-driven, large-flux, and fast-response three-stage valve

被引:0
作者
Ma, Aixiang [1 ]
Xiao, Heruizhi [1 ]
Hao, Yue [1 ]
Yan, Xihao [1 ]
Zhao, Sihai [1 ]
机构
[1] China Univ Min & Technol, Sch Mech & Elect Engn, Beijing 100083, Peoples R China
来源
SCIENTIFIC REPORTS | 2024年 / 14卷 / 01期
关键词
Control valve; Engineering design; Hydraulic systems; High speed on; off valve; Multi-objective optimization; FLOW;
D O I
10.1038/s41598-024-70353-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Intrinsically safe solenoids drive solenoid valves in coal mining equipment. The low power consumption of these solenoids limits the response time of the solenoid valves. Additionally, the low viscosity and high susceptibility to dust contamination of the emulsion fluid often lead to leakage and sticking of hydraulic valves. This study proposes a low-power-driven, large-flux, fast-response three-stage valve structure with an internal displacement feedback device to address these issues. The critical parameters of the valve were optimized using a novel multi-objective optimization algorithm. A prototype was manufactured based on the obtained parameters and subjected to simulation and experimental verification. The results demonstrate that the valve has an opening time of 21 ms, a closing time of 12 ms, and a maximum flow rate of approximately 225 L/min. The driving power of this structure is less than 1.2 W. By utilizing this valve for hydraulic cylinder control, a positioning accuracy of +/- 0.15 mm was achieved. The comparative test results show that the proposed structural control error fluctuation is smaller than that of the 3/4 proportional valve.
引用
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页数:18
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