基于NSGA-Ⅱ算法的内外液流通道筒式磁流变制动器优化设计
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1.华东交通大学载运工具与装备教育部重点实验室;2.华东交通大学

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江西省自然科学基金重点项目(20212ACB204002);国家自然科学基金项目(52165004);江西省国际科技合作重点项目(20232BBH80010);江西省教育厅科学技术研究项目(GJJ210629)


Optimal Design of Drum MR brake with Internal and External Fluid Flow Channels Based on NSGA-Ⅱ Algorithm
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    摘要:

    针对传统磁流变制动器磁场利用率不高的问题,设计了一种具有内外流道的筒式磁流变制动器。通过将隔磁环和隔磁盘集成在导磁材料旋转套筒和定子磁缸内,使得磁力线蜿蜒穿过内外液流通道的6段有效阻尼间隙,从而在制动器外形尺寸不变的前提下提高了转矩性能。阐述了内外液流通道筒式磁流变制动器的结构和工作原理,同时建立了制动转矩的数学模型。在电磁场和转矩分析的基础上,通过理论计算和DOE实验正交法预测模型精度,并利用NSGA-Ⅱ算法对内外液流通道筒式磁流变制动器进行多目标优化。结果表明,当加载电流为2.0 A时,制动器的转矩最大值为由36.38 N.m提高到47.35N.m,相比优化前提升了30.15%;转矩动态可调范围由18.28提高到21.31,相比优化前提升了16.58%。

    Abstract:

    To solve the problem of low magnetic field utilization of conventional MR brakes, a drum MR brake with internal and external fluid flow channel was designed. By adding non-magnetic rings and non-magnetic disk to the magnetic material rotary sleeve and the stator magnetic cylinder, the magnetic flux was guided meander through six effective damping gaps in the internal and external axial flow channels. Therefore, the torque performance was improved under the premise that the outer dimension of the brake remains unchanged. The structure and working principle of the internal and external fluid flow MR brake were described, and the mathematical model of braking torque were deduced and established. Based on the analysis of electromagnetic field and torque, the accuracy of the model was predicted by theoretical calculation and DOE experiment orthogonal method, and the multi-objective optimization of the MR brake with internal and external fluid flow channel was carried out by using the NSGA-Ⅱ algorithm. The results show that, with an applied current of 2.0 A, the braking torque of the initial and optimal MR dampers are 36.38N.m and 47.35N.m, respectively, with dynamic adjustable ranges of 18.28 and 21.31, respectively. Compared with the initial damper, the braking torque increased by 21.31%, and the dynamic adjustable range increased by 16.58.

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  • 收稿日期:2023-11-02
  • 最后修改日期:2023-12-22
  • 录用日期:2023-12-22
  • 在线发布日期: 2024-03-26
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