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Vision-force guided precise robotic assembly for 2.5D components in a semistructured environment
- Source :
- Assembly Automation. 41:200-207
- Publication Year :
- 2021
- Publisher :
- Emerald, 2021.
-
Abstract
- Purpose Many manufacturing sites require precision assembly. Particularly, similar to cell phones, assembly at the sub-mm scale is not easy, even for humans. In addition, the system should assemble each part with adequate force and avoid breaking the circuits with excessive force. The purpose of this study is to assemble high precision components with relatively reasonable vision devices compared to previous studies. Design/methodology/approach This paper presents a vision-force guided precise assembly system using a force sensor and two charge coupled device (CCD) cameras without an expensive 3-dimensional (3D) sensor or computer-aided design model. The system accurately estimates 6 degrees-of-freedom (DOF) poses from a 2D image in real time and assembles parts with the proper force. Findings In this experiment, three connectors are assembled on a printed circuit board. This system obtains high accuracy under 1 mm and 1 degree error, which shows that this system is effective. Originality/value This is a new method for sub-mm assembly using only two CCD cameras and one force sensor.
- Subjects :
- Computer science
Machine vision
business.industry
020208 electrical & electronic engineering
Robotics
Image processing
02 engineering and technology
Industrial and Manufacturing Engineering
Force sensor
law.invention
Industrial robot
Printed circuit board
Control and Systems Engineering
law
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Charge-coupled device
Artificial intelligence
business
Computer hardware
Electronic circuit
Subjects
Details
- ISSN :
- 01445154
- Volume :
- 41
- Database :
- OpenAIRE
- Journal :
- Assembly Automation
- Accession number :
- edsair.doi...........997f229489ec242e990ca8e526203eaa
- Full Text :
- https://doi.org/10.1108/aa-03-2020-0039