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低功耗驱动、大通量、快速响应三级阀的多目标优化设计

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

作者信息

Ma Aixiang, Xiao Heruizhi, Hao Yue, Yan Xihao, Zhao Sihai

机构信息

School of Mechanical and Electrical Engineering, China University of Mining & Technology, Beijing, 100083, China.

出版信息

Sci Rep. 2024 Sep 16;14(1):21575. doi: 10.1038/s41598-024-70353-2.

Abstract

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.

摘要

本质安全型螺线管驱动煤矿设备中的电磁阀。这些螺线管的低功耗限制了电磁阀的响应时间。此外,乳化液的低粘度和对灰尘污染的高敏感性常常导致液压阀泄漏和卡滞。本研究提出一种具有内部位移反馈装置的低功率驱动、大通量、快速响应的三级阀结构来解决这些问题。使用一种新型多目标优化算法对阀的关键参数进行了优化。基于获得的参数制造了一个原型,并进行了仿真和实验验证。结果表明,该阀的开启时间为21毫秒,关闭时间为12毫秒,最大流量约为225升/分钟。这种结构的驱动功率小于1.2瓦。通过将该阀用于液压缸控制,实现了±0.15毫米的定位精度。对比测试结果表明,所提出结构的控制误差波动小于3/4比例阀。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db91/11405708/cb78abdc0a5d/41598_2024_70353_Fig1_HTML.jpg

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