政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/60438
English  |  正體中文  |  简体中文  |  Post-Print筆數 : 27 |  全文笔数/总笔数 : 115261/146306 (79%)
造访人次 : 54602113      在线人数 : 24
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
搜寻范围 查询小技巧：
  • 您可在西文检索词汇前后加上"双引号"，以获取较精准的检索结果
  • 若欲以作者姓名搜寻，建议至进阶搜寻限定作者字段，可获得较完整数据
    •  进阶搜寻
    政大機構典藏 > 商學院 > 統計學系 > 學位論文 >  Item 140.119/60438


    请使用永久网址来引用或连结此文件: https://nccur.lib.nccu.edu.tw/handle/140.119/60438


    题名: 捲積管制圖之設計
    The design of the convolution chart
    作者: 鄭鈞遠
    Cheng, Chun-Yuan
    贡献者: 楊素芬
    鄭鈞遠
    Cheng, Chun-Yuan
    关键词: 管制圖
    高良率製程
    量測誤差
    捲積
    control chart
    high yield process
    measurement error
    convolution
    日期: 2010
    上传时间: 2013-09-05 15:12:07 (UTC+8)
    摘要: 量測誤差是工業製程中影響產品值常見的因素。大的量測誤差會使得產品的量測值偏離實際值，並引導監控者至錯誤的結論。本文提出一種新的捲積管制圖。提出指數分配形式的時間間隔型資料，並加上量測誤差的考量，應用在指數加權移動平均管制圖上。此外，假設量測誤差為常態或是指數分配。研究顯示出，在兩種不同分配的量測誤差之下，管制圖的表現都會顯著的受到影響。
    Measurement error is an important factor in industry that influences the outcome of a process. Large measurement error would cause the observation measure deviate from the true value and consequently lead to a wrong decision. In this project, we propose a convolution control chart. We then design the EWMA ‘time between events’ (TBE) control chart with the measurement error, with the assumption that the observations are exponentially distributed. In addition, we assumed the measurement error follows a normal distribution or an exponential distribution. We showed that, in two cases of the measurement error, the performance of the proposed chart monitoring the process mean is greatly affected.
    參考文獻: Reference
    1. Borror, C. M., Champ, C. W. and Rigdon, S.E. Poisson EWMA control charts. Journal of Quality Technology, 1998, 30, 352-361.
    2. Canan Pehl Van. Controlling high quality manufacturing processesa robustness study of the lower-sided tbe EWMA procedure. The graduate school of natural and applied sciences of middle east technical university.
    3. Capizzi, G. and Masarotto, G. An adaptive exponentially weighted moving average control chart. Technometrics. 2003, 45, 3.
    4. Champ, C. W and Woodal, W. H. Exact results for Shewhart control charts with supplementary run rules. Technometrics, 1987, 29, 4, 393-399.
    5. Chan, L. Y., Xie, M. and Goh, T. N. Cumulative quantity control charts for monitoring production process. International Journal of Production Research. 2000, 38, 2, 397-408.
    6. Gan, F. F. Designs of one- and two-sided exponential ewma charts. Journal of Quality Technology, 1998, 30, 55-69.
    7. Glushkovsky, E.A. On-line G-control chart for attribute data. Quality and Reliability Engineering International. 1994, 10, 3, 217-227.
    8. Kuralmani, V., Xie, M., Goh, T. N. and Gan, F. F. A conditional decision procedure for high yield processes. IIE Transactions, 2002, 34, 1021-2030.
    9. Lacouture, Y. and Cousineau, D. How to use Matlab to fit the ex‐Gaussian and other probability functions to a distribution of response times. Tutorials in Quantitative Methods for Psychology. 2008, 4, 1, 35‐45.
    10. Liu, J. Y., Xie, M., and Goh, T. N. CUSUM chart with transformed exponential data. Communications in Statistics—Theory and Methods. 2006, 35, 1829–1843.
    11. Liu, J. Y., Xie, M., Goh, T. N and Sharma, P. R. A Comparative study of exponential time between events charts. Quality Technology of Quantitative Management. 2006, 3, 3, 347-359.
    12. Liu, J. Y., Xie, M., Goh, T. N and Chan, L. Y. A study of EWMA chart with transformed exponential data. International Journal of Production Research. 2007, 45, 3, 1, 743-763.
    13. Linna, K. W. and Woodall, W. H. Effect of measurement error on shewhart control charts. Journal of Quality Technology. 2001, 33, 2.
    14. Luce, R. D. Response Times [electronic resource]：Their role in inferring elementary mental organization. 1991, New York：Oxford University Press.
    15. Maravelakis, P. E., Panaretosand, J. and Psarakis, S. EWMA chart and measurement error. Journal of Applied Statistics. 2004, 31, 4, 445-455.
    16. Montgomery. Statistical process control – A modern introduction. Sixth edition, Wiley, Asia.
    17. Serel, D. A. Economic design of EWMA control charts based on loss function. Mathematical and Computer Modeling. 2009, 49, 745-759.
    18. Sharma, P. R. A study of properties and applications of control charts for high yield processes. 2003, Department of industrial & systems engineering the national university of Singapore.
    19. Shewhart, W. A. The application of statistics as an aid in maintaining quality of a manufactured product. Journal of the American Statistical Association. 1925, 20, 546-548.
    20. Yang, S., Ho, H. and Rahim, M.A. Effects of measurement error on controlling two dependent process steps., Economic Quality Control, 2007, 22, 1, 127-139.
    描述: 碩士
    國立政治大學
    統計研究所
    98354003
    99
    資料來源: http://thesis.lib.nccu.edu.tw/record/#G0098354003
    数据类型: thesis
    显示于类别:[統計學系] 學位論文

    文件中的档案:

    档案 描述 大小格式浏览次数
    400301.pdf1494KbAdobe PDF2240检视/开启


    在政大典藏中所有的数据项都受到原著作权保护.


    社群 sharing

    著作權政策宣告 Copyright Announcement
    1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
    The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

    2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
    NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - 回馈