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Information Journal Paper

Title

ON THE INDIVIDUALS CONTROL CHARTS FOR MONITORING AUTOREGRESSIVE PROCESSES

Pages

  133-149

Keywords

Not Registered.

Abstract

 There is numerous research papers published on the impact of autocorrelation on Shewhart control charts. The subject of data autocorrelation becomes more important considering recent advances in automated inspection procedures, which let product or process quality characteristics, be measured in time order of production. Therefore, it is necessary for engineers and practitioners to know substitute methods for conventional control charts to monitor autocorrelated processes. On the other hand, widely use of time series techniques for modeling autocorrelatd data has entailed inadequate attention to other statistical methods and ignorance of the properties of autocorrelated processes. Concerning this issue, this paper explains and compares several important theoretical approaches for monitoring autocorrelated processes and presents some related demonstrating examples. The comparison is made based on the sensitivity of each method to detect mean shifts of an autoregressive process. Finally, we propose guidelines for choosing most appropriate method and analyze the corresponding situation for employing different methods.

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  • Cite

    APA: Copy

    SAGHAEI, A., SAMIMI, Y., & PEY NABAR, K.. (2008). ON THE INDIVIDUALS CONTROL CHARTS FOR MONITORING AUTOREGRESSIVE PROCESSES. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 19(1), 133-149. SID. https://sid.ir/paper/65668/en

    Vancouver: Copy

    SAGHAEI A., SAMIMI Y., PEY NABAR K.. ON THE INDIVIDUALS CONTROL CHARTS FOR MONITORING AUTOREGRESSIVE PROCESSES. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)[Internet]. 2008;19(1):133-149. Available from: https://sid.ir/paper/65668/en

    IEEE: Copy

    A. SAGHAEI, Y. SAMIMI, and K. PEY NABAR, “ON THE INDIVIDUALS CONTROL CHARTS FOR MONITORING AUTOREGRESSIVE PROCESSES,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 19, no. 1, pp. 133–149, 2008, [Online]. Available: https://sid.ir/paper/65668/en

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