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Inline Inspection with an Industrial Robot (IIIR) for Mass-Customization Production Line.
Zai-Gen Wu1, Chao-Yi Lin1, Hao-Wei Chang1
1Department of Mechanical Engineering, National Taiwan University of Science and Technology, Taipei 10607, Taiwan.
Sensors (Basel, Switzerland)
|May 30, 2020
Summary
This study introduces an inline inspection with an industrial robot (IIIR) method for Industry 4.0. The system achieves stable, accurate object inspection in mass-customization production lines.
Area of Science:
- Robotics and Automation
- Industrial Engineering
- Computer Vision
Background:
- Industry 4.0 requires autonomous robots for customizable production.
- Accurate geometric and orientation recognition of objects is crucial for autonomous robot control.
- Existing inspection methods may not meet the demands of mass-customization production lines.
Purpose of the Study:
- To present a novel inline inspection with an industrial robot (IIIR) methodology.
- To enable autonomous robot control for mass-customization production.
- To ensure accurate geometric and orientation recognition of arbitrarily shaped objects.
Main Methods:
- Utilized a 3D scanner to capture object geometry and orientation.
- Integrated a camera on the robot's end effector for optical inspections.
- Developed a system where the end effector follows the object within the robot's working range.
Main Results:
- Demonstrated a stable relative movement between the moving object and the following camera (0.34 mm/s, worst case 0.94 mm/s).
- Achieved a relative speed of approximately 6 microns (worst case 16 microns) for a 60 frames per second camera.
- Confirmed the system's stability for most industrial production inspections.
Conclusions:
- The developed IIIR method is suitable for mass-customization production lines.
- The system provides sufficient accuracy and stability for inline object inspection.
- This approach contributes to the advancement of autonomous robot control in Industry 4.0.
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