Shape Optimization of Magnetorheological Brake for Performance Enhancement

Magnetorheological (MR) rotary brakes leverage the magnetically controllable rheological properties of MR fluids to provide damping torque in lower limb assistance devices. This paper utilizes an optimization algorithm (Whale Optimization Algorithm (WOA)) to optimize the geometric dimension of the MR brake to enhance field-dependent brake torque. First, the mechanical design and optimization process of the MR brake were outlined. Then, the magnetic density of the MR fluid is evaluated using the ANSYS platform. With that, the WOA was exploited to optimize key design parameters across multiple iterations. According to the simulated results, the torque was improved from 17.39 Nm to 25.89 Nm, which increased by 48%. Finally, a prototype with the initial dimension was fabricated and preliminarily tested.

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Publication Details

Published
2024-12-10
DOI
https://doi.org/10.1109/robio64047.2024.10907654
Primary Topic
Vibration Control and Rheological Fluids
Type
article
Field-Weighted Citation Impact
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article

Shape Optimization of Magnetorheological Brake for Performance Enhancement

Fei Gao, Qiuyu Shi, Xinyu Wu, F. Liu
Vibration Control and Rheological Fluids
article

Shape Optimization of Magnetorheological Brake for Performance Enhancement

Fei Gao, Qiuyu Shi, Xinyu Wu, F. Liu
article en

Abstract

Magnetorheological (MR) rotary brakes leverage the magnetically controllable rheological properties of MR fluids to provide damping torque in lower limb assistance devices. This paper utilizes an optimization algorithm (Whale Optimization Algorithm (WOA)) to optimize the geometric dimension of the MR brake to enhance field-dependent brake torque. First, the mechanical design and optimization process of the MR brake were outlined. Then, the magnetic density of the MR fluid is evaluated using the ANSYS platform. With that, the WOA was exploited to optimize key design parameters across multiple iterations. According to the simulated results, the torque was improved from 17.39 Nm to 25.89 Nm, which increased by 48%. Finally, a prototype with the initial dimension was fabricated and preliminarily tested.

Chinese Academy of Sciences (CN), Southern University of Science and Technology (CN), Shenzhen Institutes of Advanced Technology (CN)
Key Research and Development Project of Hainan Province
Affordable and clean energy
Openalex Percentile: Top 69%
Vibration Control and Rheological Fluids
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Shape Optimization of Magnetorheological Brake for Performance Enhancement — Fei Gao, Qiuyu Shi, et al. · (2024) | TGRS Research Map | TGRS