Towards Flexible Human-Robot Collaborations: A Dynamic Control
Framework Bridging Coexistence and Collaboration
Period : 23.03 ~ 24.02
Towards Flexible Human-Robot Collaborations: A Dynamic Control
Framework Bridging Coexistence and Collaboration
Period : 23.03 ~ 24.02
Goal of This project
In environments where humans and robots collaborate closely, balancing the safety, efficiency, and comfort become a critical challenge. Excessive precautions, while ensuring safety, may ignore operational efficiency and comfort particularly in the coexistence-collaboration blended tasks. To address this, the study proposes a flexible control framework that adjusts the robot’s sensitivity to human movements, offering solutions that balance safety, comfort and efficiency.
Project Contents
Human Risk Assessment
Developed a risk assessment model to quantify collision risk between coworker segments and robot parts.
Considered relative distance and Speed Separation Monitoring (SSM) criteria from the ISO/TS 15066 standard.
Hierarchical control for whole-body force control and multi-task management
Implemented Whole-body control framework using Dynamically Consistent Generalized Hierarchical Control (DGHC).
Task Priority and Transition Rule
Task priority and transition rules implemented via a Finite State Machine (FSM) considiering risk levles
Managed 13 tasks corresponding to a total of 31 degrees of freedom (DOFs).
Publications
Towards Flexible Human-Robot Collaborations: A Dynamic Control Framework Bridging Coexistence and Collaboration
J. P. Jang, Y. S. Choi, D. G. Lee, #W. S. Kim
Robotics and Autonomous Systems (under review)
Videos