• Title/Summary/Keyword: Real-time inspection system

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Development of Automatic Precision Inspection System for Defect Detection of Photovoltaic Wafer (태양광 웨이퍼의 결함검출을 위한 자동 정밀검사 시스템 개발)

  • Baik, Seung-Yeb
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.20 no.5
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    • pp.666-672
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    • 2011
  • In this paper, we describes the development of automatic inspection system for detecting the defects on photovoltaic wafer by using machine vision. Until now, The defect inspection process was manually performed by operators. So these processes caused the produce of poorly-made articles and inaccuracy results. To improve the inspection accuracy, the inspection system is not only configured, but the image processing algorithm is also developed. The inspection system includes dimensional verification and pattern matching which compares a 2-D image of an object to a pattern image the method proves to be computationally efficient and accurate for real time application and we confirmed the applicability of the proposed method though the experience in a complex environment.

A Study on The Real-Time Processing of The Position Matching and Inspection Algorithm in SMT (SMT에서 정합 및 부품검사 알고리즘의 실시간 처리에 관한 연구)

  • 차국찬;박일수;최종수
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.29B no.1
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    • pp.76-84
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    • 1992
  • The vision system is essential for SMT(Surface Mounting Technology) automation. The system plays the role of matching the positions betweem SMD and PCB, and inspecting SMD in the final stage of mounting. Real-time processing and high-precision are indispensable for practical purpose. In this paper, a new algorithm for position matching and inspection of SMD is proposed, and which is implemented on the DSP board using DSP board using DSP5600. Experimental results show mean matching error within 0.1 mm in the direction of x,y and execution time within 300msec. Therefore, we could attain high-speed and high-precision of the vision system for SMT automation.

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Deep Learning Based Tank Aiming line Alignment System (딥러닝 기반 전차 조준선 정렬 시스템)

  • Jeong, Gyu-Been;Park, Jae-Hyo;Seok, Jong-Won
    • Journal of IKEEE
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    • v.25 no.2
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    • pp.285-290
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    • 2021
  • The existing aiming inspection use foreign-made aiming inspection equipment. However, the quantity is insufficient and the difficult to maintain. So it takes a lot of time to inspect the target. This system can reduces the time of aiming inspection and be maintained and distributed smoothly because it is a domestic product. In this paper, we develop a system that can detect targets and monitor shooting results through a target detection deep learning model. The system is capable of real-time detection of targets and has significantly increased the identification rate through several preprocessing of distant targets. In addition, a graphical user interface is configured to facilitate user camera manipulation and storage and management of training result data. Therefore the system can replace the currently used aiming inspection equipment and non-fire training.

A Study of the B/STUD Inspection System Using the Vision System (비전을 이용한 B/STUD 검사 시스템에 관한 연구)

  • 장영훈;한창수
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 1995.10a
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    • pp.1120-1123
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    • 1995
  • In this paper, an automatic B/STUD inspection system has been developed using the computer aided vision system. Index Table has been used to get the rapid measurement and multi-camera has been used to get the high resolution in mechanical system. Camera calibration was suggested to perform the reliable Inspection. Image processing and data analysis algorithms for B/STUD inspection system has been investigated and were performed quickly with high accuracy. As a result, Inspection system of a B/STUD can be measured with a high resolution in real time.

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Development of Vehicle Sealing Inspection System Using Geometry Matching Method (형상 매칭법을 이용한 비이클 실링 검사 시스템 개발)

  • Lee, Jung-Ho;Park, Chan-Hee;Seo, Young-Soo;Lee, Hyung-Soo;Kim, Han-Joo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.22 no.1
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    • pp.150-155
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    • 2013
  • This work present a new method of sealing inspection system for vehicle in which foam rubber materials are used for sealing the vehicle parts. This system is composed from a devices comprising non-contact and real-time scanning on visual inspection in machine parts. We have been investigated qualitative factors that influenced on sealing system of vehicle structure which flexibly attenuated vibration and plenty of foam rubber materials having elastic property. However, there are different factors which still depended on outdated technique (personnel subjective judgment) in the performance inspection of rubber parts, specially for cross section inspection. Through a newly developed inspection system which recently applied for the production line, we successfully achieved more effective results of matching rate by about 80 % in the sealing performance inspection with 0.7% to 1.4% in the repeated errors. These are resulted from non-contacted response by CCD camera and vision program using geometry matching method. We expect that this system may be widely applied in the strict inspection parts of more diverse cross-section in future.

A Yarn Process Inspection System Using Image Processing (영상처리를 이용한 원사공정 검사시스템)

  • Lim, Chang-Yong;Shin, Dongwon;Yoon, Jang-Kyu
    • Journal of the Korean Society for Precision Engineering
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    • v.30 no.5
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    • pp.513-519
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    • 2013
  • Line scan camera has been widely used in the area of inspection of glass, film, fabric, iron, PCB and etc. due to the high resolution and the high speed. We developed the line scan based vision system to inspect tangled and cut-off status of yarn in the manufacturing process. The original image is binarized with a proper threshold, and the gap distances in the yarn are measured in real time, so finally the status of the process is decided by the maximum value of the gap distance. All procedures are executed in real time by realization of multi-processed threads. By implementation of this system, the error of the yarn in manufacturing process can be precedently monitored and the loss of the yarn is decreased efficiently.

The Evaluation of Inspection Period based on Reliability in Railway Traction Power Systems (철도급전시스템의 신뢰도기반 점검주기 산정)

  • Kim, Hyungchul
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.8
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    • pp.1177-1183
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    • 2013
  • In this paper, the analysis of inspection period bases on reliability is suggested in the field of traction power system. Even though there are several maintenance models, the most commonly used maintenance assessment has been focused on time based maintenance in real traction power systems. The maintenance intervals are selected on the basis of long-time experience. It ensures high availability and exact planning of staff. Reliability centered maintenance, which evaluates criticality and severity of each failure mode, achieves the operation, maintenance, and cost-effective improvement that will manage the risks of equipment. This paper deals with electrification in railway inspection frequency and applied reliability based inspection frequency instead of constant intervals. The distribution function of failure rate in traction power system belongs to Weibull function. Also, the fault data and the number of installed equipments for electrifications are collected. The failure history is investigated and classified in detail. Though these complicated procedures, it contribute to extend equipment lifetime and to reduce maintenance costs.

An Automatic Inspection System Using Computer Vision (자동검사 시스템을 위한 컴퓨터 비젼의 연구)

  • Jang, Dong-Sik
    • IE interfaces
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    • v.4 no.2
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    • pp.43-51
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    • 1991
  • A line search method is developed to locate all the conerpoints of 2-dimensional polygon images for inspection purposes. This optimization-based method is used to approximate a 2-D curved object by a polygon. This scheme is also developed for inspection of objects in industrial environment. The inspection includes dimensional verification and pattern matching which compares a 2-D image of an object to a pattern image. The method proves to be computationally efficient and accurate for real time application.

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Development of Narrow Line-Error Inspection System for High-Speed Film Printing Machines (고속 필름 인쇄 장치용 미세 라인 오류 검출 시스템의 개발)

  • Park, Young-Kyu;Lee, Jae-Hyeok
    • Proceedings of the KIEE Conference
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    • 2004.11c
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    • pp.22-24
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    • 2004
  • This paper proposes a printing quality inspection system of film-type envelopment. Since the printing system is running at very high-speed (140m/min.) and the line error has very narrow width, we have to choose one-dimensional high-speed and high-resolution line scan camera. The vibration of the printing machine and the illumination environment make the inspection problem more harder. To obtain reliable inspection results, many software image processing techniques are applied and many parameters are tuned. The performance of the proposed system is proved by many simulations and long time real-plant experiments.

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Car Sealer Monitoring System Using ICT Technology (ICT 기술을 융합한 자동차 실러도포 공정 모니터링 시스템)

  • Kim, Ho Yeon;Park, Jong Seop;Park, Yo Han;Cho, Jae-Soo
    • Journal of Information Technology Services
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    • v.17 no.3
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    • pp.53-61
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    • 2018
  • In this paper, we propose a car sealing monitoring system combined with ICT Technology. The automobile sealer is an adhesive used to bond inner and outer panels of doors, hoods and trunks of an automobile body. The proposed car sealer monitoring system is a system that can accurately and automatically inspect the condition of the automobile sealer coating process in the general often factory production line where the lighting change is very severe. The sealer inspection module checks the state of the applied sealer using an area scan camera. The vision inspection algorithm is adaptive to various lighting environments to determine whether the sealer is defective or not. The captured images and test results are configured to send the task results to the task manager in real-time as a smartphone app. Vision inspection algorithms in the plant outdoors are very vulnerable to time-varying external light sources and by configuring a monitoring system based on smart mobile equipment, it is possible to perform production monitoring regardless of time and place. The applicability of this method was verified by applying it to an actual automotive sealer application process.