• Title/Summary/Keyword: Manufacturing Process Control

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Design of the Optimal Grinding Process Conditions Using Artificial Intelligent Algorithm (인공지능 알고리즘을 이용한 최적 연삭 공정 설계)

  • Choi, Jeong-Ju
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.18 no.6
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    • pp.590-597
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    • 2009
  • The final quality of the workpiece is affected by the grinding process that has been conducted in final manufacturing stage. However the quality-satisfaction of ground workpiece depends on the skill of an expert in this process. Therefore, the process models of grinding have been developed to predict the states according to grinding process. In this paper, in order to find the optimized grinding condition to reduce the manufacturing expense and to meet requirements of ground workpiece optimization algorithm using E.S.(Evolutionary Strategy) is proposed. The proposed algorithm has been employed to find the optimal grinding and dressing condition using the grinding process models and nonlinear grinding constraints. The optimized results also presents the guide line of grinding process. The effectiveness of the proposed algorithm is verified through the experimental results.

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A Decision of the Production Control Policy using Simulation in Zinc Manufacturing Process (시뮬레이션을 이용한 아연공장의 생산통제 방안의 결정)

  • Kim, Jun-Mo;Kim, Yearn-Min
    • IE interfaces
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    • v.21 no.4
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    • pp.418-434
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    • 2008
  • This paper studied issues in decision making on the production control policy of a cathode plate manufacturing process in zinc refining plant. The present production system has a long lead time from raw materials (aluminum plate) to products (cathode plate) due to many WIP inventories. Because WIP inventories are stocked at each process and moved from one place to another frequently, they are the main cause of inefficiency in the process. In this paper, to solve this problem, several production control policies have been identified and studied. Several simulation models are used to compare the performances of these production control policies. The output lead time and WIP (Work In Process) of real production system are compared with those of simulation models. PUSH, CONWIP, DBR, KANBAN and CONWIP-DBR models have been used to simulate and review the optimized production control policy that achieves the target output quantities with decreased lead time and WIP. The simulation results of each production control policy show that CONWIP and CONWIP-DBR models are the good production control policy under the present production system. Especially in present production system, CONWIP with one parameter is easier control policy than CONWIP-DBR with two parameters. Therefore CONWIP has been selected as the best optimum production control policy. With CONWIP, lead time has been reduced by 97% (from 6,653 to 187 minute) and WIP has been reduced from 1,488 to 53, compared to the present system.

Evaluation of the Quality Factors of Rubber Gloves with Analytic Hierarchy Process (계층적 분석과정을 이용한 고무장갑 품질요인 평가)

  • Yoo, Jong-Hun;Paik, Chun-Hyun
    • Korean Management Science Review
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    • v.26 no.2
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    • pp.61-70
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    • 2009
  • This study gives the quality factor evaluation of rubber gloves manufacturing, including a systematic classification of poor durability(internal quality factors) and look bad(external quality factors) as well as the types of defective items, along with the relationship between quality factors and the defective types. The relationship analysis between quality factors and the defective types are performed with AHP(Analytic Hierarchy Process) technique. The results of our study will be useful for quality management activities and manufacturing process in rubber gloves manufacturing companies.

Construction of Production System for The Automotive Components at Press processes (자동차 부품 프레스공정의 생산시스템 구축)

  • Shon, Jae-yul
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.8 no.3
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    • pp.54-61
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    • 2009
  • General manufacturing process of the manufacturing time and manufacturing process problems have a problem. In the past, in the manufacturing process the data by hand has been. Therefore, the production performance management information, and materials input, output information, equipment information of the failure of the management problems emerged. Through this research, improvements in real-time production information to collect distribution and overall productivity will increase the efficiency of the system. the production process to improve the quality of management, efficient production methods are presented. is a stable quality control. POP system The new building should be. This is the executive or administrative decisions support. It increases productivity, efficiency, and reduce production costs, increase product reliability. This will increase the company's reputation. This increases the competitiveness of enterprises. POP system toward the future with the new destroyer to prepare for our company. Collectively POP system build this research improves the reliability of the product. Improves the quality of customer service. The expansion of product sales is. increase the competitiveness of enterprises. companies should prepare for the future of the business.

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Development of CAM Automation Module(E-ICAM) for 5-axis Machining of Impeller (A Study on Configuration of Module) (임펠러의 5축 CAM 자동화 모듈(E-ICAM)의 개발 (모듈 구성에 관한 연구))

  • Jung, Hyoun-Chul;Hwang, Jong-Dae;Jung, Yoon-Gyo
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.10 no.4
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    • pp.109-114
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    • 2011
  • An impeller is difficult to machine because of severe collision due to the complex shape, overlapping and twisted shape that form impeller blades. So, most CAM software companies have developed CAM module for manufacturing impeller in addition to their CAM software. But it is not still easy for inexperienced users to machine impellers. The purpose of this paper is the development of automatic CAM module for manufacturing impeller(E-ICAM) which is based on visual basic language and it is used CATIA graphical environment in order to be easily machining impellers. Automatic CAM module for manufacturing of impellers generates tool path, and proposes recommended cutting condition according to the material of stock and tool. In addition, it has also included a post processor for 5-axis control machining. Therefore the user can easily machine impellers using this automation module.

A study on developing MES(Manufacturing Execution System) in the piston rod manufacturing process for automobile shock absorber (자동차 쇽옵소버 피스톤로스 제조공정에서 MES 구축에 관한 연구)

  • Sin, Dong-Ju;Kim, Tae-Cheol;Lee, Hyeong-Ho;Kim, Gyeong-Rok;Jeong, Ho-Yeon
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2008.10a
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    • pp.286-289
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    • 2008
  • Production Information System make it possible to check and control the information of manufacturing processes. Based on this information companies are able to act to the price strategy and marketing strategy timely. In this study we will examine developing the MES(Manufacturing Execution System) as Production Information System in the Automobile Shock Absorber Piston rod Manufacturing Process of which processes are composed of heat treatment, lathing, grooving, milling, rolling, inspection and packing processes in order to control its production information efficiently.

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In-Line Automated Inspection System for Quality Improvement of Electronic Parts (전자부품의 품질향상을 위한 인라인 자동검사시스템)

  • Jung, Won;Chung, Yun Koo
    • Journal of Korean Society for Quality Management
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    • v.23 no.3
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    • pp.33-44
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    • 1995
  • This paper presents an automated visual inspection system for the electronic parts manufacturing process. In this system, a statistical process control (SPC) method is integrated into the automated inspection method on a real time base. It shows how the collected data can be analyzed with the SPC to provide process information. Also presented are studies of subpixel image processing technology to improve the accuracy of parts measurements, and the cumulative-sum (CUSUM) control chart for fraction defectives. An application of the developed system to connector manufacturing process as a part of computer integrated manufacturing (CIM) is presented.

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Identification Process Variables and Process Improvement Using Data Mining (데이터마이닝을 이용한 공정변수 확인 및 공정개선)

  • Jeong, Young-Soo;Gang, Chang-Uk;Byeon, Seong-Kyu
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.28 no.3
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    • pp.166-171
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    • 2005
  • With development of the database, there are too many data on process variables and the manufacturing process for the traditional statistical process control methods to identify the process variables related with assignable causes. Data mining is useful in this situation and provides variety of approaches for improving the process. In this paper, we applied control charts to monitor the process and if assignable causes are detected, then we applied the SVM technique and the sequence pattern analysis to find out the process variables suspected. These techniques made possible to predict the behavior of process variables. We illustrated our proposed methods with real manufacturing process data.

Study on the Vibration Control Characteristics of ER Actuator for Application in Intelligence Process Control Systems(PLC) (지능형 공정제어 시스템 적용을 위한 ER 작동기의 진동제어 특성에 관한 연구)

  • Jang, Sung-Cheol
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.4 no.1
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    • pp.49-55
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    • 2005
  • This paper presents experiments on the evaluation of characteristics of ER fluids used for vibration control of application in intelligence type process control systems. Dynamic characteristics of the actuator(beam) embedded with the ER fluid can be controlled by changing the strength of the electric field applied on the ER fluids, thus provides a mean to avoid the resonance. In case electric field is supplied to the smart structure with ER fluids, vibration energy is dissipated more than the beam without electric field, because particles in ER fluid form a chain structure in the presence of electric field. The damping and stiffness of the beam with ER fluid are increased when the applied electric field increases. The characteristics of damping and stiffness of the ER fluid with various electric field strength were investigated by conducting a vibration test of the beam with ER fluid. If it applies characteristics of the ER fluids, it will be able to apply in the PLC control system for the vibration which occurs from process system.

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Supervisory Control of a Face Milling Operation in different Manufacturing Environments

  • Landers, Robert G.;Ulsoy, A.Galip
    • Transactions on Control, Automation and Systems Engineering
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    • v.3 no.1
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    • pp.1-9
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    • 2001
  • The promise of improved productivity and quality has lead to numerous research investigations in machining process monitoring and control. Recent studies have demonstrated that careful attention must be paid to the regulation of multiple process modules within a single operation such that each module performs its function properly and adverse interactions between modules do not occur. This had lead to the development of supervisory control; particularly to the development of methodologies to systemati-cally construct and implement these controllers. However, no research study has investigated the effect of the production environ-ment on the design of supervisor controllers. In this paper, the design of supervisory controllers for various production environ-ment is studied. The design approach given in Landers and Ulsoy(1998) is applied to construct two supervisory machining control-lers that are experimentally implemented in a face milling operation. Comparisons with an experimental implementation without process control illustrate the benefits of utilizing process controllers that are coordinated properly. The results also show that the given design approach may be used to construct supervisory controllers for different types of production environments.

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