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Rule-based Machine Vision System on Clear Empty Glass Base Inspection of Foreign Materials for Philippine MSMEs

첫 페이지 보기
  • 발행기관
    ASCONS 바로가기
  • 간행물
    IJASC 바로가기
  • 통권
    Volume 1 Number 3 (2019.09)바로가기
  • 페이지
    pp.29-34
  • 저자
    James Roy B. Santos, Raymund M. Lozada, Mark Joseph B. Enojas
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A395155

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초록

영어
Background/Objectives: The Philippine government through the Department of Science and Technology (DOST) helps the micro, small, and medium enterprises (MSMEs) to support and sustain growth and address their needs on availing cost-effective solutions. Methods/Statistical analysis: Most of the MSMEs which apply clear bottles for their products use manual inspection. These are prone to human error that leads to poor product qualities and rejects. Findings: To address these problems, this study presents a cost-effective solution by a rule-based machine vision system for clear empty glass base inspection. A method on proper setup for the inspection is presented and validated through an in-line loop on a wedge conveyor machine prototype. A minimal setup time was achieved by experimenting different lighting techniques. Improvements/Applications: The use of back light illumination is suggested for good image processing quality with minimal cost. The implementation of a rule-based inspection in this setup results to a high speed of 9000-18000 bottles per hour (bph) with consistent repeatability and superior accuracy.

목차

Abstract
I. INTRODUCTION
II. LITERATURE REVIEW
A. Development of computer aided solutions in empty glass bottle inspection
B. Complexity of Classifying Systems
C. Rule-based systems – faster classifying system
III. METHODOLOGY
A. Rule-based System – A decision system
B. Automated Optical Inspection
C. In-line bottle inspection setup
IV. RESULTS
A. Actual Setup
B. Focal length and distance adjustments
C. Rule-based System at work
D. Validation
V. CONCLUSION
ACKNOWLEDGMENT
REFERENCES

키워드

Automated optical inspection back light illumination industrial automation machine vision system rule-based

저자

  • James Roy B. Santos [ Bachelor of Engineering, Technological University of the Philippines- Taguig, Taguig City, 1630, Philippines ] Corresponding author
  • Raymund M. Lozada [ Electrical and Allied Department, Technological University of the Philippines-Taguig, Taguig City, 1630, Philippines ]
  • Mark Joseph B. Enojas [ Bachelor of Engineering and Allied Department, Technological University of the Philippines-Taguig, Taguig City, 1630, Philippines ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    ASCONS [The Academic Society of Convergence Science Inc]
  • 설립연도
    2017
  • 분야
    복합학>과학기술학

간행물

  • 간행물명
    IJASC
  • 간기
    계간
  • pISSN
    2619-8150
  • 수록기간
    2019~2024
  • 십진분류
    KDC 327 DDC 332

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