Automated manual assembly station using computer vision
This project aims to design an intelligent, data-driven workstation that efficiently measures operators' performance, assists operators in enhancing productivity and improving quality control, and addresses long-standing challenges within traditional manual assembly stations. This innovative...
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| Format: | Final Year Project / Dissertation / Thesis |
| Published: |
2024
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| Online Access: | http://eprints.utar.edu.my/6628/ http://eprints.utar.edu.my/6628/1/fyp_CS_2024_CSJ.pdf |
| Summary: | This project aims to design an intelligent, data-driven workstation that efficiently measures operators' performance, assists operators in enhancing productivity and
improving quality control, and addresses long-standing challenges within traditional
manual assembly stations. This innovative technology is intended to replace outdated
proprietary systems and paper-based processes, which provide little room for
innovation and flexibility. This system includes sensors, open-source software, and
computer vision to transform the assembly process. This project implements an
integrated quality inspection model based on real-time picture data for immediate
fault detection to streamline processes and remove roadblocks. This workstation's
implementation of a unique QR code-based triggering event mechanism is a novel
feature. This inventive method allows the system to decode QR code values to
identify and initiate particular assembly tasks, bringing a new level of accuracy and
efficiency to the assembly process. This innovative workstation's release has the
potential to change the manufacturing industry completely. It's not only more
affordable for startups, but it also positively impacts overall excellence by increasing
quality standards, efficiency, and adaptability in a constantly changing industry. This
project introduces a dynamic assembly process, advocates open-source architectures,
and seamlessly integrates quality assurance throughout the assembly workflow to
accomplish this goal. |
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