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Area-Coverage Planning for Spray-based Surface Disinfection with a Mobile Manipulator
Shantanu Thakar1, Rishi K Malhan1, Prahar M Bhatt1
1Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA.
Robots enhance disinfection against contagious diseases by autonomously planning spray paths for mobile manipulators. This algorithm ensures thorough surface coverage and minimizes disinfectant waste, improving safety and efficiency.
Area of Science:
- Robotics and Automation
- Infectious Disease Control
- Surface Science
Background:
- Robots are increasingly vital in combating highly contagious diseases like SARS-COV-2, Ebola, and MERS.
- Manual disinfection is labor-intensive, risky, and prone to human error, especially in critical areas.
Purpose of the Study:
- To develop an area-coverage planning algorithm for autonomous mobile manipulators to disinfect surfaces.
- To ensure thorough disinfection by optimizing spray paths and disinfectant delivery.
Main Methods:
- Projecting point clouds of surfaces onto a plane to create polygons.
- Utilizing a branch and bound-based tree search for area coverage and spray path generation.
- Employing successive refinement for mobile manipulator trajectory optimization and joint velocity regulation.
Main Results:
- The developed algorithm efficiently covers polygonal areas, generating optimal spray paths.
- The system ensures adequate disinfectant application to all surface points.
- Simulations demonstrated superior efficiency in area coverage and reduced disinfectant wastage compared to competing methods.
Conclusions:
- The proposed area-coverage planning algorithm enables effective and efficient robotic surface disinfection.
- Optimized path planning and motion control are crucial for thorough disinfection and minimizing resource use.
- The ADAMMS-SD system shows promise for autonomous disinfection in healthcare and other high-risk environments.
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