• Title/Summary/Keyword: Inspection Process

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A Design and Case Study of a K-Stage BLU Inspection System for Achieving a Target Defective Rate

  • Yang, Moon-Hee
    • Management Science and Financial Engineering
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    • v.13 no.2
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    • pp.141-157
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    • 2007
  • In this paper, we address a design problem and a case study of a K-stage back-light-unit(BLU) inspection system, which is composed of K stages, each of which includes an inspection process and a rework process. Assuming the type I, II errors and the inspection-free policy for items classified as good, we determine the smallest integer of K which can achieve a given target defective rate. If K does not exist, holding the current values of the type I, II errors, we search reversely the defective rate of an assembly line and the defective rate of a rework process, to meet the target defective rate. Our formulae and methodology based on a K-stage inspection system could be applied and extended to similar situations with slight modification.

Analysis of an Inspection Process Allowing Consecutive Two-time Testing of Products Using Markov Chains (연속되는 이중 검사를 허용하는 제품품질검사 프로세스에 대한 마르코프 체인을 이용한 분석)

  • Ko, Jeong-Han
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.6
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    • pp.2452-2457
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    • 2012
  • When a quality inspection process rejects a product unit, consecutive repeated inspections are sometimes conducted for the rejected unit to reduce a false reject possibility. This paper analyzes a special inspection process that allows up to two times of consecutive testing for each product to decrease type I inspection errors. This study uses a Markov chain to model the steps of the inspection process and a product unit's quality states during inspection. Historical inspection results from a company are used as the data for the Markov chain model. Using the Markov chain model and data, this study analyzes the effect of this special inspection rule on the proportion of the final quality levels and scrap rate. The results demonstrate that this inspection process of possible double testing could help reduce unnecessary rejects and consequently decrease material and production costs.

기계고장을 고려한 생산및 품질검증 정책

  • 이창환
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 1996.04a
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    • pp.298-301
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    • 1996
  • This paper addresses the effects of an imperfect production process on the optimal production quantity and quality inspection policies. The system is assumed to deteriorate during the production process. The results are either defective products or machine breakdown whether multiple quality inspection is worth or not. Furthermore, when multiple inspection policy is adopted, the optimal inspection schedule is shown to be equally spaced throughout the production cycle. Exact solution and approximation of the optimal production quantity and approximation of the optimal number of inspection are provided. Finally, to better understand the model of this paper, comparisons between this model and classical EMQ model are provided.

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Optimal Inspection Period for the System Subject to Random Shocks

  • Kim, Sung-Soon;Choi, Seung-Kyoung;Lee, Eui-Yong
    • Journal of the Korean Data and Information Science Society
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    • v.16 no.4
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    • pp.725-733
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    • 2005
  • A system subject to random shocks is considered. The shocks arrive according to a Poisson process and the amount of each shock is exponentially distributed. In this paper, a periodic inspection policy for the system is compared with a random inspection policy. After assigning several maintenance costs to the system, we calculate and compare the long-run average costs per unit time under two policies.

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Development Auto Inspection System for Body Panel Using Visual Sensor (시각센서를 이용한 차체 패널 자동검사 시스템 개발)

  • 이용중;이형우;권석근
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2000.10a
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    • pp.51-56
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    • 2000
  • This study is to implement automatic inspection system of motor body panel by visual system. since it is inefficient to examine adhesion condition of components with the naked eye, image processing algorithm is presented to replace the existing manual inspection process with an automatic inspection process the developed automatic inspection system presents tile examination method of the adhesion condition of components with a pixed camera, which leads to an increase of the productivity and a reduction of manufacturing cost

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A study on the Vision Inspection System for Injection Molding Products (사출제품의 영상검사 시스템 개발에 관한 연구)

  • Shin, Jae-Heung;Kim, Hong-Ryul;Lee, Sang-Cheol;Moon, Sung-Chang
    • Proceedings of the KIEE Conference
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    • 2007.11c
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    • pp.112-116
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    • 2007
  • If any of the set parameters such as the environment temperature, mold temperature are not maintained at a consistent level, the fail rate of injection molding products is increased. The price of the injection molding machine is very high, so in order to maximize the utilization of the machine that is required the production of a number of different products with minimum fail rate using a single machine. To prevent the defect products by an inspection process with perfect quality is very important to minimizing production of defect products in the molding process. Vision inspection systems are widely utilized in various manufacturing industries for quality assurance purposes. The vision inspection system consists of CCD camera and lighting system to capture the image of the subject of inspection, an image comparison algorithm using to determine the pass/fail of the products, and mechanical devices for the operation of the whole system. This research focuses on the development of the vision inspection system to process the inspection of an automobile parts. We developed a mechanical devices for the inspection of the injection molding products and an image comparison algorithm to determine the pass/fail result of the inspection based on the molding image and the accepted product image.

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A Study on the Development of Inspection System of SMD Mounted on Cream Solder Using Machine Vision (머신비젼을 이용한 크림솔더상에 장착된 SMD의 검사시스템 개발에 관한 연구)

  • Shm, Dong-Won;Park, Kyoung-Seok
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.2 no.2
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    • pp.67-74
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    • 2003
  • This paper presents the development of the Inspection machine for SMD mounted on cream solder of PCB. There are mounting errors of SMD such as misalignment, missing part, wrong orientation, wrong polarity and so on. The main hardware of the system consists of a machine vision part and a motion control part. Operating software has been developed in GUI environment to help user convenience. The Inspection Jobs consist of two procedures, that is, creation of the inspection reference data and automatic inspection. The Inspection reference data has a tree structure of linked list including PCB information, blocks, components, windows, and inspection methods. This paper presents versatile inspection methods which include a section length method, a projection method and histogram method. Therefore, user can choose the suitable procedure for various components. Finally, the automatic Inspection procedure using the reference data checks the mounting errors of components.

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Development of integrated Rule-based CAPP system for Mold Manufacturing and Inspection (금형가공 및 측정을 위한 통합 Rule-based CAPP 시스템 개발)

  • 윤길상;최진화;조명우;이홍희;서태일
    • Proceedings of the Korean Society of Precision Engineering Conference
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    • 2003.06a
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    • pp.1235-1238
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    • 2003
  • A rule-based CAPP(computer aided process planning) system is proposed in this research to develop integrated manufacturing process of machining and inspection using OMM(On-Machine Measurement) device. Generally workpiece composed of many primitive form features. This features are determined optimum inspection sequence by analyzing the feature information such as features-relationship, probe approach direction and etc. Proposed paper is more efficient method of CAIP(computer aided inspection planning) considered machining process

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Economic Selection of the Optimal Process Mean Using Sequential Inspection to Reduce the Effect of Measurement Errors (측정오차를 고려한 최적 공정평균의 경제적 설정 - 축차검사의 활용)

  • Park, Hwan-Su;Chang, Young-Soon
    • Journal of Korean Society for Quality Management
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    • v.34 no.2
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    • pp.12-21
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    • 2006
  • This paper considers the problem of selecting the most profitable process mean for production processes where measurement errors exist in inspection systems. For such situations, a sequential inspection procedure is proposed to reduce measurement errors. The decision to accept, reject, or take an additional inspection of an item is made at every measurement point until the number of repeated measurements reaches its upper bound. An expected profit model is constructed and the optimal process mean, the cut-off values, and the upper bound of the number of repeated measurements are obtained when accepted(rejected) items are sold at regular(reduced) price. A numerical study is performed to investigate the performance of the proposed procedure.

A Design of Sampling Inspection Plan for Single Manufacturing Production Process (제조생산공정의 경제적 샘플링 검사방식 설계)

  • 서경범;박명규
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.21 no.48
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    • pp.269-277
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    • 1998
  • In this study, a traditional concept of sampling inspection plan for the quality assurance system is extended to a consideration of economic aspects in total production system by representing and analyzing the effects between proceding/succeeding production process including inspection. This approach recognizes that the decision to be made at one manufacturing process (or assembly process) determine not only the cost and the average outgoing quality level of that process but also the input parameters of the cost and the incoming quality to the succeeding process. By analyzing the effects of the average incoming and outgoing quality, manufacturing/assembly quality level and sampling inspection plan on the production system, mathematical models and solution technique to minimize the total production cost for a single product manufacturing system with specified average outgoing quality limit (AOQL) are suggested.

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