Real-time Product Quality Inspection Monitoring System using Quadratic Distance and Level Classifier

Authors

  • Norhashimah Mohd Saad Center for Robotics and Industrial Automation, Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka (UTeM), 76100 Durian Tunggal, Melaka, Malaysia
  • Nor Nabilah Syazana Abdul Rahman Center for Robotics and Industrial Automation, Faculty of Electronic and Computer Engineering, Universiti Teknikal Malaysia Melaka (UTeM), 76100 Durian Tunggal, Melaka, Malaysia
  • Abdul Rahim Abdullah Center for Robotics and Industrial Automation, Faculty of Electric Engineering, Universiti Teknikal Malaysia Melaka (UTeM), 76100 Durian Tunggal, Melaka, Malaysia
  • Norhizam Abdul Rahim Stevia Industry Sdn. Bhd., Kawasan Perindustrian KEDA, 08300 Gurun, Kedah, Malaysia

Keywords:

Color classification, Level classification, Product quality inspection, Quadratic distance classifier,

Abstract

Automated product quality inspection has become a very important process in industries to maintain high product efficiency. This paper presents a real-time product quality inspection monitoring system for beverages product. The proposed system used Internet Protocol (IP) camera to capture the image of the bottle through computer network in order to inspect color concentration and water level of the bottle. Quadratic distance technique is applied for color concentration analysis based on a combination of Red, Green and Blue (RGB) histogram. The vertical and horizontal coordinates technique is used to inspect three conditions of the level, which are passed, overfill and underfill. The proposed system has achieved 100% accuracy using 246 samples.

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Published

2017-09-27

How to Cite

Mohd Saad, N., Abdul Rahman, N. N. S., Abdullah, A. R., & Abdul Rahim, N. (2017). Real-time Product Quality Inspection Monitoring System using Quadratic Distance and Level Classifier. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9(2-13), 57–62. Retrieved from https://jtec.utem.edu.my/jtec/article/view/2566

Issue

Vol. 9 No. 2-13: Research and Innovation towards Sustainability in Electronic Engineering

Section

Articles

License

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