• Title/Summary/Keyword: control charts

Search Result 394, Processing Time 0.023 seconds

A Study on the Urban Transit Vehicle Reliability Improvement Method using Quality Control Technique (품질관리기법을 이용한 도시철도차량 신뢰도 향상방안 연구)

  • Park, Kee-Jun
    • Proceedings of the KSR Conference
    • /
    • 2011.05a
    • /
    • pp.860-869
    • /
    • 2011
  • It is very important that reduce the maintenance cost and extend life time of the urban transit EMU through effective maintenance method research. The maintenance cost of the urban transit EMU shares 60%~70% of it's life cycle cost. It means that the maintenance cost is bigger than the introduction cost of the urban transit EMU. In this study, I introduces a quality control technique to improve the urban transit vehicle reliability. I suggest the control chart using quality control technique. And the control charts apply to the Static Inverter of EMU.

  • PDF

A Design of Control Chart for Fraction Nonconforming Using Fuzzy Data (퍼지 데이터를 이용한 불량률(p) 관리도의 설계)

  • 김계완;서현수;윤덕균
    • Journal of Korean Society for Quality Management
    • /
    • v.32 no.2
    • /
    • pp.191-200
    • /
    • 2004
  • Using the p chart is not adequate in case that there are lots of data and it is difficult to divide into products conforming or nonconforming because of obscurity of binary classification. So we need to design a new control chart which represents obscure situation efficiently. This study deals with the method to performing arithmetic operation representing fuzzy data into fuzzy set by applying fuzzy set theory and designs a new control chart taking account of a concept of classification on the term set and membership function associated with term set.

Applying an Expert System to Statistical Process Control (통계적 공정 제어에 전문가 시스템의 적용에 관한 연구)

  • 윤건상;김훈모;최문규
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 1995.10a
    • /
    • pp.411-414
    • /
    • 1995
  • Statistical Process Control (SPC) is a set of methodologies for signaling the presence of undesired sources of variation in manufacturing processes. Expert System in SPC can serve as a valuable tool to automate the analysis and interpretation of control charts. In this paper we put forward a method of successful application of Expert System to SPC in manufacturing process.

  • PDF

Implementation of Statistical Process Control Software developed by Object Oriented Tools (객체지향언어를 이용한 통계적 공정관리 소프트웨어의 구현)

  • 신봉섭
    • Journal of Korean Society for Quality Management
    • /
    • v.27 no.4
    • /
    • pp.256-265
    • /
    • 1999
  • In this paper, we Present the implementation of statistical process control software by using XLISP-STAT which is a kind of object oriented language under Windows environment. This software can be used to generate the graphic objects for various control charts, histogram and plots using the full-down menu system. This software can also be used to calculate control limits, process capability indices and test procedures for normality.

  • PDF

The CV Control Chart

  • Kang, Chang-W;Lee, Man-S;Hawkins, Douglas M.
    • Proceedings of the Korean Society for Quality Management Conference
    • /
    • 2006.11a
    • /
    • pp.211-216
    • /
    • 2006
  • Monitoring variability is a vital part of modem statistical process control. The conventional Shewhart Rand S charts address the setting where the in-control process readings have a constant variance. In some settings, however, it is the coefficient of variation, rather than the variance, that should be constant. This paper develops a chart, equivalent to the S chart, for monitoring the coefficient of variation using rational groups of observations.

  • PDF

Development of Statistical Process Control System for Tobacco Manufacturing Process (담배 제조 공정의 통계적 관리시스템 개발)

  • 김영호;송정호
    • Journal of the Korean Society of Tobacco Science
    • /
    • v.23 no.1
    • /
    • pp.53-59
    • /
    • 2001
  • To decrease of deviations from target specifications and excessive variability around targe, we exclusively designed statistical process control system involving general manager and expert tool for cigarette manufacturing process. This system is a unique programming environment for the development of total process control software including various control charts according to data type and process capability analysis. Also this system includes the statistical analysis module to analyze defective causes immediately when inferior products are made and the module to offer regular reports. This system is customized considering the manufacture environment based on the opinions of workers.

  • PDF

The Sensitivity of ${\bar{X}}$ Control Chart and Process Capability Analysis (관리도의 민감도와 공정능력 분석)

  • Lee, Jong Seong
    • Journal of Industrial Technology
    • /
    • v.28 no.A
    • /
    • pp.149-153
    • /
    • 2008
  • $C_p$ and other process capability indices are used extensively in industry, However, They are inadequate and widely misused. In a practical application, process average ${\mu}$ is almost always drifted by various assignable causes in process. And control charts will not detect these shifts in process average. In this study, incorporating these undetected shifts, a new capability analysis method is introduced.

  • PDF

Performance Evaluation of $\bar{x}$ and EWMA Control Charts using Bootstrap Technique in the Presence of Correlation (상관관계의 존재하에서 붓스트랩 기법을 이용한 $\bar{x}$ 와 EWMA관리도의 수행도 평가)

  • Shon Han-Deak;Song Suh-Ill
    • Proceedings of the Society of Korea Industrial and System Engineering Conference
    • /
    • 2002.05a
    • /
    • pp.365-370
    • /
    • 2002
  • In this study, according to MARMA(1,0) model which was suggested by Seppala, in case of existing autocorrelation in X control chart and EWMA control chart, the standard method and the non-parametric bootstrap method were compared and analysed using the bootstrap method which use the resampling prediction residual.

  • PDF

Control Chart for Correlation Coefficients of Correlated Quality Variables

  • Kim, Jae-Joo;Chang, Duk-Joon
    • Journal of Korean Society for Quality Management
    • /
    • v.26 no.2
    • /
    • pp.51-60
    • /
    • 1998
  • Exponetially weighted moving average(EWMA) control chart to simultaneously monitor correlation coefficients of several correlated quality variables under multivariate normal process are proposed. Performances of the proposed control charts are measured in terms of average run length(ARL) by simulation. Numerical results show that smaller values of smoothing constant are more efficient in terms of ARL.

  • PDF

The Integrated Cyber SRM(Security Risk Monitoring) System Based on the Patterns of Cyber Security Charts

  • Lee, Gang-Soo;Jung, Hyun Mi
    • Journal of the Korea Society of Computer and Information
    • /
    • v.24 no.11
    • /
    • pp.99-107
    • /
    • 2019
  • The "Risk management" and "Security monitoring" activities for cyber security are deeply correlated in that they prepare for future security threats and minimize security incidents. In addition, it is effective to apply a pattern model that visually demonstrates to an administrator the threat to that information asset in both the risk management and the security system areas. Validated pattern models have long-standing "control chart" models in the traditional quality control sector, but lack the use of information systems in cyber risk management and security systems. In this paper, a cyber Security Risk Monitoring (SRM) system that integrates risk management and a security system was designed. The SRM presents a strategy for applying 'security control' using the pattern of 'control charts'. The security measures were integrated with the existing set of standardized security measures, ISMS, NIST SP 800-53 and CC. Using this information, we analyzed the warning trends of the cyber crisis in Korea for four years from 2014 to 2018 and this enables us to establish more flexible security measures in the future.