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.
Authors
- Fei Gao (ORCID: https://orcid.org/0000-0001-9637-6114)
- Qiuyu Shi (ORCID: https://orcid.org/0000-0002-0255-8257)
- Xinyu Wu (ORCID: https://orcid.org/0000-0001-6130-7821)
- F. Liu (ORCID: https://orcid.org/0000-0001-7985-1083)
Institutions
- Chinese Academy of Sciences (CN)
- Southern University of Science and Technology (CN)
- Shenzhen Institutes of Advanced Technology (CN)
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
- 0.00
Funders
- Key Research and Development Project of Hainan Province