학술논문

Magnetic Gear-Based Actuator: A Framework of Design, Optimization, and Disturbance Observer-Based Torque Control
Document Type
Periodical
Source
IEEE Robotics and Automation Letters IEEE Robot. Autom. Lett. Robotics and Automation Letters, IEEE. 8(11):7050-7057 Nov, 2023
Subject
Robotics and Control Systems
Computing and Processing
Components, Circuits, Devices and Systems
Magnetic gears
Magnetosphere
Torque
Rotors
Optimization
Robots
Magnetoelasticity
Actuation and joint mechanisms
compliant joints and mechanisms
force control
mechanism design
Language
ISSN
2377-3766
2377-3774
Abstract
This letter presents a design framework and novel control strategy for a compact coaxial magnetic-gear-based actuation module suitable for small-to-mid-sized mechanical and robotic applications. The proposed actuation module adopts a non-contact magnetic coupling mechanism to transmit rotational power with a predetermined gear ratio, in contrast to traditional mechanical gear-based transmissions. This approach offers several advantages such as enhanced backdrivability, hardware safety, and transparency when compared to conventional contact-based transmissions. Furthermore, the magnetic coupling effect provides a spring-like characteristic that can be utilized to implement a series elastic actuation enabling sensorless torque control. The design of the magnetic gear was optimized using a differential evolution method, and a dynamic model was formulated to specify its dynamic characteristics. Finally, a composite disturbance observer-based torque control algorithm was developed, which capitalizes on the features of the magnetic spring. The proposed control algorithm was validated through several experiments.