• DocumentCode
    3169625
  • Title

    The economically designed control chart for short-run production based on Bayesian method

  • Author

    Zhang Pengwei ; Su Qin

  • Author_Institution
    Sch. of Manage., Xi´an Jiaotong Univ., Xi´an, China
  • fYear
    2011
  • fDate
    8-10 Aug. 2011
  • Firstpage
    4828
  • Lastpage
    4831
  • Abstract
    The paper presents an economic design of a bayesian chart for short-run production. Based on the static chart, we employ the bayesian method which uses sample information to update the information of the process, and the updated information is then combined with the inspection probabilistic model which is developed through the markov chain method to design the dynamic chart. The dynamic chart allows all three parameters, namely the sample interval, sample size and control limit location, to change during production. A direct search technique is applied to find the optimum parameters which minimize the expected cost function. Numerical examples illustrate that the dynamic chart has an overwhelming advantage over the static chart.
  • Keywords
    Markov processes; belief networks; control charts; probability; production control; search problems; Bayesian method; Markov chain method; cost function; direct search technique; economically designed control chart; inspection probabilistic model; short-run production; Bayesian methods; Control charts; Economics; Inspection; Markov processes; Process control; Bayesian method; Control chart; Operation management; Quality control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
  • Conference_Location
    Deng Leng
  • Print_ISBN
    978-1-4577-0535-9
  • Type

    conf

  • DOI
    10.1109/AIMSEC.2011.6010371
  • Filename
    6010371