DESIGNING A CUSUM CONTROL CHART FOR MONITORING THE WEIBULL SCALE PARAMETER IN TWO-STAGE PROCESSES

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ASADZADEH SHERVIN; Kiadaliry Fatemeh

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON RESEARCH IN ENGINEERING, SCIENCE AND TECHNOLOGY
Year:2016 | Issue:4

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Title

DESIGNING A CUSUM CONTROL CHART FOR MONITORING THE WEIBULL SCALE PARAMETER IN TWO-STAGE PROCESSES

Author(s)

ASADZADEH SHERVIN | Kiadaliry Fatemeh

Keywords

CASCADE PROPERTY

MULTISTAGE PROCESS

CUSUM CONTROL CHART

TYPE II CENSORING

WEIBULL DISTRIBUTION

SMALLEST EXTREM VALUE DISTRIBUTION

Abstract

IN THIS PAPER, WE PROPOSE A CUSUM CONTROL CHART TO MONITOR THE WEIBULL SCALE PARAMETER OF TYPE II CENSORED RELIABILITY DATA IN TWO-STAGE PROCESSES. A CUMULATIVE SUM (CUSUM) CONTROL CHART IS DEVISED TO DETECT DECREASES IN THE MEAN LEVEL OF RELIABILITY-RELATED QUALITY CHARACTERISTIC. THE PROPOSED CONTROL SCHEME IS BASED ON STANDARD SMALLEST EXTREME VALUE (SSEV) DISTRIBUTIONS DERIVED FROM WEIBULL PROCESSES TO EFFECTIVELY ACCOUNT FOR THE CASCADE PROPERTY WHICH IS THE MAIN CHARACTERISTIC OF MULTISTAGE PROCESSES. SUBSEQUENTLY, SIMULATION STUDY IS CONDUCTED TO EVALUATE THE PERFORMANCE OF THE CONTROL CHARTS USING AVERAGE RUN LENGTH (ARL) CRITERION. MOREOVER SENSITIVITY ANALYSIS IS DONE TO STUDY THE IMPACT OF FAILURE NUMBER IN THE SAMPLE SIZE ON THE PERFORMANCE OF PROPOSED CONTROL CHART.

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APA: Copy

ASADZADEH, SHERVIN, & Kiadaliry, Fatemeh. (2016). DESIGNING A CUSUM CONTROL CHART FOR MONITORING THE WEIBULL SCALE PARAMETER IN TWO-STAGE PROCESSES. INTERNATIONAL CONFERENCE ON RESEARCH IN ENGINEERING, SCIENCE AND TECHNOLOGY. SID. https://sid.ir/paper/929223/en

Vancouver: Copy

ASADZADEH SHERVIN, Kiadaliry Fatemeh. DESIGNING A CUSUM CONTROL CHART FOR MONITORING THE WEIBULL SCALE PARAMETER IN TWO-STAGE PROCESSES. 2016. Available from: https://sid.ir/paper/929223/en

IEEE: Copy

SHERVIN ASADZADEH, and Fatemeh Kiadaliry, “DESIGNING A CUSUM CONTROL CHART FOR MONITORING THE WEIBULL SCALE PARAMETER IN TWO-STAGE PROCESSES,” presented at the INTERNATIONAL CONFERENCE ON RESEARCH IN ENGINEERING, SCIENCE AND TECHNOLOGY. 2016, [Online]. Available: https://sid.ir/paper/929223/en

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