A Model-Based Method for Minimizing Reflected Motor Inertia in Off-board Actuation Systems: Applications in
Summary
Reducing reflected inertia in off-board robotic actuation systems significantly lowers joint impedance for wearable robots. This optimization method enhances exoskeleton backdrivability and user mobility.
Area of Science:
- Robotics
- Biomechanics
- Mechanical Engineering
Background:
- Off-board actuation systems accelerate wearable robotic device development.
- High joint impedance in these systems hinders natural user movement.
- Minimizing reflected inertia is key to reducing undesirable joint impedance.
Purpose of the Study:
- To develop and validate a methodology for minimizing reflected inertia in off-board robotic actuation systems.
- To optimize motor and mechanical design parameters for reduced joint impedance in wearable robots.
- To enhance the backdrivability and user experience of exoskeletons.
Main Methods:
- Developed a grey-box model integrating biomechanics, human-device interface, Bowden cables, and motor dynamics.
- Utilized a constrained optimization routine with a library of 157 servo motors.
- Implemented the methodology in the design of an off-board knee exoskeleton case study.
Main Results:
- The optimization methodology successfully identified suitable motors and parameters for desired torque-velocity trajectories.
- The optimal configuration involved a specific large servo motor (Kollmorgen C133A) with optimized pulley and sheave sizes.
- The selected motor configuration met the torque and motion requirements for the knee exoskeleton.
Conclusions:
- The proposed methodology effectively minimizes reflected inertia, leading to reduced joint impedance in off-board actuation systems.
- This approach enables the design of more backdrivable exoskeletons, improving user interaction and experimental capabilities.
- The developed methodology and open-source code can be adopted by exoskeleton designers for future innovations.
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