• Title/Summary/Keyword: On-line management

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A Study on Constructing the Prediction System Using Data Mining Techniques to Find Medium-Voltage Customers Causing Distribution Line Faults (특별고압 수전설비 관리에 데이터 마이닝 기법을 적용한 파급고장 발생가능고객 예측시스템 구현 연구)

  • Bae, Sung-Hwan;Kim, Ja-Hee;Lim, Han-Seung
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.58 no.12
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    • pp.2453-2461
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    • 2009
  • Faults caused by medium-voltage customers have been increased and enlarged their portion in total distribution faults even though we have done many efforts. In the previous paper, we suggested the fault prediction model and fault prevention method for these distribution line faults. However we can't directly apply this prediction model in the field. Because we don't have an useful program to predict those customers causing distribution line faults. This paper presents the construction method of data warehouse in ERP system and the program to find customers who cause distribution line faults in medium-voltage customer's electric facility management applying data mining techniques. We expect that this data warehouse and prediction program can effectively reduce faults resulted from medium-voltage customer facility.

Sequencing for a mixed model assembly line in just-in-time production system (JIT 상황하에서 다품종 조립라인 작업물 투입 순서 결정 방안)

  • Hwang, Hark;Jeong, In-Jae;Lim, Joon-Mook
    • Korean Management Science Review
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    • v.11 no.1
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    • pp.91-106
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    • 1994
  • In mixed model assembly lines, products are assembled seqeuntially that have different combination of options specified by customers. In just in time (JIT) environment, production smoothing becomes an important issue for sub-lines which supply the necessary parts to each workstation of the assembly line. Another important issue is to avoid line stopping caused by work overload in workstations. To find a sequence which minimizes the costs associated with line stoppage and the option parts inventory level, a nonlinear mixed integer programming is formulated. Recognizing the limit of the Branch and Bound technique in large sized problems, a heuristic solution procedure is proposed. The performance of the heuristic is compared with the Branch and Bound technique through randomly generated test problems. The computational results indicate that on the average the heuristic solutions deviate approximately 3.6% from the optimal solutions.

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An On-Line Real-Time SPC Scheme and Its Performance

  • Nishina, Ken
    • International Journal of Quality Innovation
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    • v.2 no.1
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    • pp.30-49
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    • 2001
  • This paper considers a recent environment in the manufacturing process in which data in large amounts can be obtained on-line in real-time. Under this environment an on-line real-time Statistical Process Control (SPC) scheme equipped with detection of a process change, change-point estimation, and recognition of the change pattern is proposed. The proposed SPC scheme is composed of a Cusum chart, filtering methods and Akaike Information Criterion (AIC). We examine the performance of this scheme by Monte Carlo simulation and show its usefulness.

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I/O materials management system (생산공정의 입출고관리시스템에 관한 연구)

  • Park, Jong-Hyuk;Han, Jung-Soo
    • Proceedings of the Korea Contents Association Conference
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    • 2006.11a
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    • pp.642-646
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    • 2006
  • This is a study on I/O materials management system of production line. They usually use bar code in existing materials management systems but there we many difficult factors. If RFID technic is applied to I/O materials management system, we can manage information of materials efficiently, and save time and cost by decreasing works. In this paper, for I/O materials management system of production line, I/O materials management system, warehousing processor, deiver processor, raise processor, material requirement processor and processor, Also we verify these processors in a point of user view.

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Analysis on Online Contents Services of National Archives (보존기록관리기관의 온라인 콘텐츠 유형과 특징)

  • Jeon, Soo-Jin
    • Journal of Korean Society of Archives and Records Management
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    • v.8 no.2
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    • pp.127-152
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    • 2008
  • This article focuses on analyzing the cases of on-line archival contents services of the national archives' web-sites and explaining their types and characteristics. This study defines the concept of on-line archival contents services through literature review. Then, it examines the cases of on-line archival contents provided by web-sites of the USA, the UK, Australian and Korean national archives. The types of on-line archival contents services are classified in accordance with the main purpose of use, the structure, and the way of interaction between contents and users. Lastly, it summarizes their structural and thematic characteristics by type and country.

A Study on the Affecting Factors and Effects of Switching Costs in On-line shopping mall (온라인 쇼핑몰 전환비용의 영향 요인과 효과에 관한 연구)

  • Han, Pil Koo;Kang, Seong Chul;Jun, Byoung Ho
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.7 no.3
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    • pp.137-150
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    • 2011
  • Long-term customer retention strategies with switching cost is very important for gaining a competitive advantage in on-line shopping mall environment. The purpose of this study is to investigate the affecting factors of switching cost in terms of on-line shopping mall's quality and the effects of it on customers' behavior moderating commitment. According to the result, information quality and customized information were found to be significantly related to social switching cost, and also royalty program and product differentiation were found to be significantly related to lost benefit cost and procedural cost respectively. When it comes to the relationship between switching cost and commitment, results shows that social switching cost is not significantly related to affective commitment. Lost benefit cost and procedural cost, however, were found to be significantly related to affective commitment and calculative commitment respectively. Finally, affective commitment was found to bolster repurchase intention and control negative WOM, and calculative commitment was found to bolster both repurchase intention and negative WOM.

A Study of On-line Monitoring System for a KEPCO Pumped Storage Generator/Motor

  • Kim Hee-Dong;Ju Young-Ho;Kim Yong-Joo;Cho Kyu-Bock
    • Transactions on Electrical and Electronic Materials
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    • v.7 no.2
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    • pp.90-95
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    • 2006
  • An on-line diagnostic test has been studied and performed for the pumped storage generator/motor. This study aims at reducing the diagnostic cost, minimizing the technical dependency on third party manufactures. Further design of on-line diagnostic system such as shorted-turn of rotor winding, partial discharge (PD) of stator winding and air-gap between stator and rotor for pumped storage generator/motor has been verified. In addition, it needs to be validated on site performance of the developed continuous on-line monitoring system for corresponding tasks for the improvement of the availability & reliability during operation.

Risk Factors Related to Musculoskeletal Symptoms in Electronics Assembly Line Workers (전자제품 조립작업관련 근골격계 증상호소율과 관련요인)

  • 김종인;박승헌
    • Journal of the Korea Safety Management & Science
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    • v.6 no.2
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    • pp.11-21
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    • 2004
  • Objectives: The aim of this study is to determine prevalence and related factors of musculoskeletal symptoms in electronics assembly line workers. Method: A questionnaire survey was performed on 350 workers in In-chon city. The questionnaire consisted of questions on the general characteristics, work duration, working hours, hobby activity hours, housekeeping activity hours and standardized descriptions of NOISH on musculoskeletal symptoms. Result: Complaint rates of musculoskeletal symptoms by anatomical site were as follows: shoulder, 67% : neck, 40.4% : waist, 28.7% : wrist and hand, 27.1% : foot and leg, 14.4% : arm and elbow, 11.2%. Significantly higher prevalence of shoulder musculoskeletal symptom was found women than men, married than unmarried, less than 1hours housekeeping activity than over 1hours housekeeping activity. Multiple logistic regression analysis identified gender, marital status and housekeeping activity as the main affecting factors for shoulder musculoskeletal symptoms. Conclusions: The most prevalence of musculoskeletal symptoms was shoulder site. It was higher in married women and over 1hours housekeeping activity in a day. It is recommended that married women should be reduce housekeeping activity time.

The Determination of Control Limit and Testing Interval in the On-Line Quality Control of Taguchi Method (Taguchi Method의 On-Line Quality control에 있어서 관리한계 및 검사간격 결정에 대한 연구)

  • Kim, Uk-Il;Gang, Chang-Uk
    • Journal of Korean Society for Quality Management
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    • v.20 no.2
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    • pp.11-20
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    • 1992
  • We discuss the feed back control of the on-line QC in the Taguchi method. Taguchi(1982) used the assumptions that the quality characteristics follow an uniform distribution and the Brownian motion to draw the loss function and proposed ${\Delta}/3$ or ${\Delta}$ for the initial control limit. Adams and Woodall(1989) also proposed a different procedure but using the same loss function. We propose, in this paper the new loss function under the assumption of mainly Brownian motion and compare the results with the results of the above.

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