ESTIMATING TIME OF A SIMPLE STEP CHANGE IN NON-CONFORMING ITEMS IN HIGH-YIELD PROCESSES

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NOOROSSANA RASSOUL; PEYNABAR KAMRAN; MORADIMANESH MONA

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Journal: INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN) Year:2012 | Volume:22 | Issue:4 Page(s): 320-330

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Title

ESTIMATING TIME OF A SIMPLE STEP CHANGE IN NON-CONFORMING ITEMS IN HIGH-YIELD PROCESSES

Author(s)

NOOROSSANA RASSOUL | PEYNABAR KAMRAN | MORADIMANESH MONA | Issue Writer Certificate

Keywords

STATISTICAL PROCESS CONTROL (SPC)Q2

CHANGE POINTQ2

SIMPLE STEP CHANGEQ2

BUILT-IN ESTIMATORQ2

CUMULATIVE SUM CONTROL CHART (CUSUM)Q2

EXPONENTIAL WEIGHTED MOVING AVERAGE CONTROL CHART (EWMA)Q2

AVERAGE RUN LENGTH (ARL)Q2

CONFIDENCE SETQ2

Abstract

Knowing about the real time of a change in the parameter(s) of a statistical process would enable users to identify root causes more quickly and precisely. Due to the sensitivity and importance of reaching zero defects in high quality processes, to be aware of the change time would be so precious. In this paper, we consider the performance of the Maximum Likelihood Estimator in comparison with built-in CHANGE POINT estimators of Cumulative Sum (CUSUM) and Exponential Weighted Moving Average (EWMA) control charts. Using likelihood function approach, we also proposed a CONFIDENCE SET for the CHANGE POINT. The results of a Monte-Carlo simulation have shown the priority of the MLE in identifying the real time of the change.

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APA: Copy

NOOROSSANA, RASSOUL, PEYNABAR, KAMRAN, & MORADIMANESH, MONA. (2012). ESTIMATING TIME OF A SIMPLE STEP CHANGE IN NON-CONFORMING ITEMS IN HIGH-YIELD PROCESSES. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 22(4), 320-330. SID. https://sid.ir/paper/65472/en

Vancouver: Copy

NOOROSSANA RASSOUL, PEYNABAR KAMRAN, MORADIMANESH MONA. ESTIMATING TIME OF A SIMPLE STEP CHANGE IN NON-CONFORMING ITEMS IN HIGH-YIELD PROCESSES. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)[Internet]. 2012;22(4):320-330. Available from: https://sid.ir/paper/65472/en

IEEE: Copy

RASSOUL NOOROSSANA, KAMRAN PEYNABAR, and MONA MORADIMANESH, “ESTIMATING TIME OF A SIMPLE STEP CHANGE IN NON-CONFORMING ITEMS IN HIGH-YIELD PROCESSES,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 22, no. 4, pp. 320–330, 2012, [Online]. Available: https://sid.ir/paper/65472/en

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