Optimization design of stepped variable gap MR damper based on genetic algorithm

被引:0
作者
Guo, Jiaxuan [1 ]
Zhang, Yanjuan [1 ,2 ]
Luo, Tianzhou [1 ]
Yang, Jianwei [1 ,2 ]
Li, Xin [1 ]
机构
[1] School of Meehanieal-Eleetronic and Vehicle Engineering, Beijing University of Civil Engineering and Arehiteeture, Beijing
[2] Beijing Key Laboratory of Performanee Guarantee on Urban Rail Transit Vehieles, Beijing University of Civil Engineering and Arehiteeture, Beijing
来源
Zhendong yu Chongji/Journal of Vibration and Shock | 2024年 / 43卷 / 21期
关键词
magnetorheological (MR) damper; multi-objective optimization; numerical Simulation; structural design;
D O I
10.13465/j.cnki.jvs.2024.21.033
中图分类号
学科分类号
摘要
Here, aiming at problems of limited damping force adjustment ränge, large volume and high energy consumption of magnetorheological (MR) dampers used for lower limb prosthetics, a stepped variable gap MR damper was proposed. The damper could adjust Output damping force by Controlling coil current and changing damping gap according to different gait needs of human body. Structure and working principle of the stepped variable gap MR damper were described, its damping force calculation model was established and magnetic circuit analysis was performed. On the premise of meeting damping force requirements of lower limb prosthetics, taking the minimum power of damper and the minimum piston volume as the optimization objectives, key structural parameters of the stepped variable gap damper were optimized with multi-objective genetic algorithm to obtain the optimal structural size. Magnetic field and mechanical Performance of the optimized damper were simulated to verify the rationality of the optimized results. The results showed that the optimized damper reduces total power by 23. 3% and piston volume by 28.4% under the condition of satisfying the design requirements for Output damping force; the results can provide a reference for optimization design of MR dampers for prosthetics. © 2024 Chinese Vibration Engineering Society. All rights reserved.
引用
收藏
页码:291 / 299
页数:8
相关论文
共 16 条
[1]  
Several opinions of the state Council on accelerating the development of the rehabilitation assistive devices industry [J], State Council Communique of the People' s Republic of China, 32, pp. 39-43, (2016)
[2]  
LIU G, GAO F, WANG D, Et al., Medical applications of magnetorheological fluid: a systematic review, Smart Materials and Structures, 31, 4, (2022)
[3]  
HIGHSMITH M J, KAHLE J T, CAREY S L, Et al., Kinetic differences using a power knee and C-leg while sitting down and standing up
[4]  
a case report, Journal of Prosthetics and Orthotics, 22, 4, pp. 237-243, (2010)
[5]  
LU Shaobo, ZHAO Luyi, Design and optimization of magnetorheological damper for rotor with rectangular concave strueture [J], Journal of Vibration and Shock, 42, 10, pp. 172-179, (2023)
[6]  
KUMAR S, CHANDRAMOHAN S, SUJATHA S., Optimal design of magnetorheological valve using the eoupling of FE magnetic analysis and MOGA optimization for prosthetic ankle, Journal of Vibration Engineering & Technologies, 12, pp. 2205-2217, (2023)
[7]  
HU G, WU L, DENG Y, Et al., Optimal design and Performance analysis of magnetorheological damper based on multiphysics eoupling model, Journal of Magnetism and Magnetic Materials, 558, (2022)
[8]  
CAO Xiaoyan, YU Min, ZHOU Jin, Et al., Multi-objective optimization design of adjustable rotary fluid damper parameter, Journal of Zhejiang University (Engineering Science), 57, 7, pp. 1439-1449, (2023)
[9]  
WU Bo, CHEN Zhaobo, CHENG Ming, Design and Simulation of a new prosthetic knee Joint, Maehinery Design & Manufacture, 6, pp. 5-8, (2015)
[10]  
NORDIN N D, MUTHALIF A G, RAZALI M M K., Control of transtibial prosthetic limb with magnetorheological fluid damper by using a fuzzy PID Controller, Journal of Low Frequency Noise, Vibration, and Active Control, 37, 4, pp. 1067-1078, (2018)