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Task Allocation and Sequence Planning for Human-Robot Collaborative Disassembly of End-of-Life Products Using the
Jun Huang1, Sheng Yin1, Muyao Tan1
1School of Information Engineering, Wuhan University of Technology, Wuhan 430070, China.
Biomimetics (Basel, Switzerland)
|November 26, 2024
Summary
This study introduces an optimized method for human-robot collaboration in end-of-life product disassembly, improving efficiency and addressing component placement. The approach refines task allocation and sequence planning for remanufacturing processes.
Area of Science:
- Engineering and Technology
- Robotics and Automation
- Sustainable Manufacturing
Background:
- Remanufacturing is gaining importance for environmental and resource conservation.
- Disassembly is a critical step in remanufacturing end-of-life (EoL) products.
- Human-robot collaborative disassembly offers a flexible, semi-automated solution to enhance productivity and worker safety.
Purpose of the Study:
- To present a refined method for task allocation and sequence planning in human-robot collaborative disassembly of EoL products.
- To address limitations in existing task allocation schemes and the component placement issue.
- To optimize disassembly processes based on time, cost, and utility value.
Main Methods:
- Developed criteria for human-robot disassembly task allocation, including dismantling and component placement.
- Employed a discrete Bees Algorithm with genetic operators for optimizing disassembly solutions.
- Validated the proposed method through case studies on electric motors and power batteries from EoL vehicles.
Main Results:
- The proposed method effectively plans and optimizes task allocation and sequence for human-robot collaborative disassembly.
- Case studies demonstrated the feasibility and effectiveness of the approach in real-world scenarios.
- The optimization considered key performance indicators such as time, cost, and utility value.
Conclusions:
- The presented method provides a robust framework for improving human-robot collaborative disassembly in remanufacturing.
- It offers a significant advancement over previous task allocation schemes by incorporating component placement.
- The approach contributes to more efficient and sustainable end-of-life product management.
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