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Human-Robot Collaboration With a Corrective Shared Controlled Robot in a Sanding Task
Anna Konstant1, Nitzan Orr1, Michael Hagenow1
1University of Wisconsin-Madison, USA.
Human Factors
|August 8, 2024
Summary
Corrective shared control (CSC) human-robot collaboration (HRC) reduces physical discomfort and fatigue during sanding tasks. This HRC method integrates human skills, improving performance over fully automated systems.
Area of Science:
- Human-robot interaction
- Manufacturing technology
- Ergonomics
Background:
- Manual sanding presents significant physical demands.
- Collaborative robots (cobots) offer potential for reducing physical stress in manufacturing.
- Corrective Shared Control (CSC) enables semi-autonomous robot operation with human real-time input, addressing challenges in fully autonomous systems.
Purpose of the Study:
- To evaluate physical and cognitive workloads and performance in a corrective shared control (CSC) human-robot collaborative (HRC) sanding task.
- To compare CSC HRC sanding with manual sanding and fully automated sanding.
Main Methods:
- Twenty participants performed paint removal using an orbital sander under manual, CSC robot-assisted, and fully automated conditions.
- Subjective discomfort, muscle fatigue (EMG), and cognitive workload (NASA-TLX) were measured.
- Sanding performance was assessed using digital imaging for uniformity and quantity.
Main Results:
- CSC significantly reduced subjective discomfort across multiple body regions compared to manual sanding.
- Manual sanding led to higher composite cognitive workload, while CSC increased mental demand.
- EMG data indicated reduced muscle fatigue with the CSC robot.
- The CSC robot achieved superior sanding uniformity and quantity compared to the fully automated condition.
Conclusions:
- Human skills are effectively integrated into HRC systems through CSC, enhancing sanding tasks.
- CSC HRC results in reduced physical fatigue and discomfort for human operators.
- Findings can inform the design and implementation of future HRC systems in manufacturing.

