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High Performance Actuation in Robotics

Dec 4, 2024

Lecture on High Performance Robotic Actuation

Speaker: Nikola Zlatkov Georgiev

Institution: California Institute of Technology

Topic: Thesis Defense on High Performance Robotic Actuation


Abstract

  • Objective: Development of high-performance actuation for robots (legged, limbed, mobile).
  • Requirements: Actuators need to be lightweight, compact, efficient, shock tolerant, and backdrivable.
  • Impact: Actuator design affects robot dynamics sensitivity.

Key Areas of Focus:

  • Outer rotor motors with concentrated windings
  • Bearingless planetary gearbox
  • Rotary planar springs

Contributions:

  1. Motor Design:

    • Application-specific design for electric vehicles, drones, and robotic joints.
    • Trade-offs in design for copper loss, core loss, and mass.
  2. Gearbox Design:

    • Introduction of Bearingless Planetary Gearbox with high reduction ratios.
    • Advantages: improved robustness, load distribution, and manufacturability.
  3. Spring Design:

    • Analysis and prototyping of rotary planar springs for elastic actuators.
    • Optimization and mass reduction techniques.

Published Content and Contributions

  • Various studies and papers co-authored by Nikola Georgiev on topics such as planar rotary springs and bearingless planetary gearboxes.

Contents Overview

  1. Introduction
  2. Robot Dynamics Sensitivity
  3. Brushless-DC Outer Rotor Motors
  4. Bearingless Planetary Gearbox Design
  5. Planar Rotary Spring Design
  6. Actuator Prototypes
  7. Conclusion and Future Work

Detailed Notes

Chapter 1: Introduction

  • Electric motors dominate robotic actuation.
  • High power density can be achieved at high speeds; however, torque density is low.
  • High reduction gearboxes increase actuator shock tolerance.
  • Series Elastic Actuators (SEA) introduced for shock tolerance; however, intrinsic limitations exist.
  • Alternative approach: Low to mid reduction ratio gearboxes with large torque-optimized motors.

Chapter 2: Robot Dynamics Sensitivity

  • Focus: Sensitivity of multi-limbed robots to actuator design.
  • Reflected inertia of actuators affects mass matrix condition number.
  • SEAs eliminate actuator dynamics influence on robot dynamics.
  • Methods to improve dynamics include actuator inertia optimization and robot design adjustments.

Chapter 3: Motor Design

  • Objective: Design high torque density outer rotor motors.
  • Considerations:
    • Motor losses in relation to load and speed.
    • Application-specific designs: EVs, drones, robotics.
  • Advantages: Outer rotor motors with high pole counts for high torque density.
  • Challenges: Managing core and copper losses, especially at high speeds.
  • Verification: Analytic models verified with FEA.

Chapter 4: Bearingless Planetary Gearbox

  • Purpose: Improve gearbox torque density and robustness.
  • Design: Removes carrier, introduces secondary sun gear.
  • Benefits: Floating gears improve load distribution.
  • Challenges: Managing unbalanced loads and noise.

Chapter 5: Planar Rotary Springs

  • Goal: Optimize rotary springs for SEAs.
  • Methods: Spring modeling, composite materials, cutouts for mass reduction.
  • Analysis: Arm contacts and optimization techniques for improved torque density.

Chapter 6: Actuator Prototypes

  • Description of prototypes integrating motor, gearbox, and spring designs.
  • Examples include low reduction actuators and bearingless SEAs.

Chapter 7: Conclusion and Future Work

  • Achievements: Developed methods to optimize robotic actuation.
  • Future Directions: Focus on actuator design for improved dynamics, high torque density motors, and innovative gearboxes.

Appendices and References

  • Detailed list of figures, tables, and nomenclature.
  • Comprehensive bibliography documenting prior research and studies cited throughout the thesis.