• Title/Summary/Keyword: automated inspection system

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Design and Implementation of an Automated Visual Inspection System of PDP Frames (PDP 프레임 자동시각검사 시스템 설계 및 구현)

  • Park, Byung-Joon;Hahn, Kwang-Soo;Shin, Eun-Seok
    • Journal of Korea Multimedia Society
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    • v.13 no.4
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    • pp.512-525
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    • 2010
  • A PDP(Plasma Display Panel) Frame is critical part of PDP and also produces couple hundred thousand every month. In the process of mass production, product inspection is very important process. Also to increase the reliance, inspection each part and every final product is asked quite often. Purpose of this paper is to use computer vision system to inspect the PDP parts which is Automated visual process inspection. This paper contains the system design for inspecting defects of hole, tab, stud, rivet of PDP Frame. The system also can inspect various kinds of PDP frames. Quick and accurate 100% inspection of all shapes can improve the manufacturing productivity. Inspection results can be stored in a database and analyzed to find the cause of defects. After applying the system to the industry, the result shows the possibility of fast and accuracy of the inspection.

Study on Correlation-based Feature Selection in an Automatic Quality Inspection System using Support Vector Machine (SVM) (SVM 기반 자동 품질검사 시스템에서 상관분석 기반 데이터 선정 연구)

  • Song, Donghwan;Oh, Yeong Gwang;Kim, Namhun
    • Journal of Korean Institute of Industrial Engineers
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    • v.42 no.6
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    • pp.370-376
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    • 2016
  • Manufacturing data analysis and its applications are getting a huge popularity in various industries. In spite of the fast advancement in the big data analysis technology, however, the manufacturing quality data monitored from the automated inspection system sometimes is not reliable enough due to the complex patterns of product quality. In this study, thus, we aim to define the level of trusty of an automated quality inspection system and improve the reliability of the quality inspection data. By correlation analysis and feature selection, this paper presents a method of improving the inspection accuracy and efficiency in an SVM-based automatic product quality inspection system using thermal image data in an auto part manufacturing case. The proposed method is implemented in the sealer dispensing process of the automobile manufacturing and verified by the analysis of the optimal feature selection from the quality analysis results.

Implementation of An Automated Ultrasonic Flaw Imaging System for the Inspection of Pipe Welding (배관 용접부 자동 초음파 결함 영상 보정 시스템 구현)

  • Kim, Han-Jong;Park, Jong-Hoon;Kim, Cheol-Won
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.556-559
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    • 2008
  • In this study, an automated ultrasonic testing system and post signal and image processing techniques are developed in order to construct ultrasonic flaw images in weldments. The automated ultrasonic testing system developed in the present study adopted an 8 channel pulser/receiver-ADC unit and a 2 axis motion driving unit and the post signal and image processing algorithms are built into the system program of the automated ultrasonic testing system.

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A Study on Application of Automated Inspection System for Rebar Inspection using 3D Scanner (3D 스캐너를 활용한 철근 자동검측방식의 현장적용성 연구)

  • Lim, Hyun-Su;Kim, Tae-Hoon;Lee, Myung-Do;Kim, Chang-Won;Cha, Min-Su
    • Proceedings of the Korean Institute of Building Construction Conference
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    • 2019.05a
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    • pp.157-158
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    • 2019
  • Reinforcing bars are an important material for tensile strength of structures. For this reason, the inspection of the reinforcing bars confirming the layout and omission is very important for the safety of the structures. However, the current method of inspecting of the reinforcing bars through photographs of specific areas is difficult to identify condition all reinforcing bars. And It is also difficult to confirm after completion of a building. Therefore, reinforcing bar inspection using 3D scanner is required for automation of rebar inspection and database construction. For this purpose, this study test application of automated inspection method for rebar inspection using 3D scanner and discuss the effect of this method.

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Development of a Multi-Channel Ultrasonic Testing System for Automated Ultrasonic Pipe Inspection of Nuclear Power Plant (원전 배관 자동 초음파 검사를 위한 다채널 초음파 시스템 개발)

  • Lee, Hee-Jong;Cho, Chan-Hee;Cho, Hyun-Joon
    • Journal of the Korean Society for Nondestructive Testing
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    • v.29 no.2
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    • pp.145-152
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    • 2009
  • Currently almost all in-service-inspection techniques, applied in domestic nuclear power plants, are partial to field inspection technique. These kinds of techniques are related to managing nuclear power plants by the operation of foreign-produced inspection devices. There have been so many needsfor development of native in-service-inspection device because there is no native diagnosis device for nuclear power plant inspection yet in Korea. In this research, we developed several core techniques to make an automated ultrasonic pipe inspection system for nuclear power plants. A high performance multi-channel ultrasonic pulser/receiver module, an A/D converter module and a digital main CPU module were developed and the performance of the developed modules was verified. The S/N ratio, noise level and signal acquisition performance of the developed modules showed proper level as we designed in the beginning.

Ray Tracing-based Simulation of Image Formation in an Equipment for Automated Optical Inspection (광선 추적법에 의한 자동 광검사 장비의 결상 과정 전산모사)

  • Jung, Sang-Chul;Lee, Yoon-Suk;Kim, Dae-Chan;Park, Se-Geun;O, Beom-Hoan;Lee, El-Hang;Lee, Seung-Gol;Park, Sung-Chan;Choi, Tae-Il
    • Korean Journal of Optics and Photonics
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    • v.20 no.4
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    • pp.223-229
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    • 2009
  • This paper describes the development of a simulator which can numerically calculate an image to be acquired in a machine vision system for automated optical inspection. The simulator is based on a ray tracing technique and composed of three modules which are an illuminating system, a specimen and an imaging system. Kinds of model parameters for modules and their values are carefully chosen from the direct measurement and the observation of related phenomena. Finally, the validity of the simulator is evaluated by logical analysis and by comparison with measured images.

Determination of Target Value under Automatic Vision Inspection Systems (자동시각검사환경하에서 공정 목표치의 설정)

  • 서순근;이성재
    • Journal of Korean Society for Quality Management
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    • v.29 no.3
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    • pp.66-78
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    • 2001
  • This paper deals with problem of determining process target value under automated visual inspection(AVI) system. Three independent error sources - digitizing error, illumination error, and positional error - which have a close relationship with the performance of the AVI system, are considered. Assuming that digitizing error is uniformly or normally distributed and illumination and positional errors are normally distributed, respectively, the distribution function for the error of measured lengths is derived when the length of a product is measured by the AVI system. Then, Optimal target values under two error models of AVI system are obtained by minimizing the total expected cost function which consists of give away, rework and penalty cost. To validate two process setting models, AVI system for drinks filling process is made up and test results are discussed.

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Design and Implementation of Flaw Image processing System for Automated Ultrasonic Testing System (자동 초음파 검사를 위한 결함 영상 처리 시스템의 설계 및 구현)

  • Kim, Han-Jong;Park, Jong-Hoon;Kim, Chul-Won
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.1
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    • pp.225-232
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    • 2010
  • In this study, an automated ultrasonic testing system and post signal and image processing techniques are developed in order to construct ultrasonic flaw images in weldments. Image processing algorithms are built into the flaw image processing system for the automated ultrasonic testing system. The developed signal and image analysis algorithms addressed in this study include an A-Scan data compression algorithm, ultrasonic image amplification algorithm and B-scan flaw image correction algorithm(SAFT). This flaw image processing system for the automated ultrasonic testing system can be applied to various inspection fields.

Automated Visual Inspection System of Junction Box using Color Inspection and Template Matching (색상 검사와 템플릿 매칭을 이용한 정션 박스 자동 시각 검사 시스템)

  • Park, Byung-Joon;Hahn, Kwang-Soo;Lee, Ho-Jun
    • Journal of Korea Multimedia Society
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    • v.13 no.3
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    • pp.392-399
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    • 2010
  • The Automobile has developed and changed through the years from the invention and increased human-being's scope of activity. Junction Box, one of the part of automobile, is inspected by human eyes which caused mistakes and slow progress. To achieve the speed and accuracy the system was compensated by vision system which is inspecting automatically. This paper is automatic inspection of fuse and relay which is inserted in the junction box by checking the color and pattern of the cover. After checking the performance of the system by using the junction box, the result was 100 percent perception and open the possibility to inspect junction box fast and easy and accurate if it is applied to the industry.

Automated Inspection/Measuring System for Automotive Press Line (자동차 프레스공정의 자동검사/계측시스템)

  • 정원;신현명;박종락
    • Journal of the Korean Operations Research and Management Science Society
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    • v.16 no.2
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    • pp.79-79
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    • 1991
  • This paper presents an automated visual inspection/measuring system for the door inner panel manufacturing process. The main objective of this research is to develop inspection applications with a machine vision system related to the determination or quantification of parameters such as dimension, shape, quality of surfaces, number of holes in a panel, and presence or absence of specific features. For quality measurements, we showed a subpixel image processing technology that will improve the consistency of results and level of precision. Also presented is a data analysis method th detect process shifts so that corrective action can be undertaken before more defective units are manufactured.