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Efficient designs of modeling attribute control charts for a Weibull distribution under truncated life tests

Author

Listed:
  • Samrad Jafarian-Namin

    (Islamic Azad University
    Yazd University)

  • Muhammad Aslam

    (King Abdulaziz University)

  • Mohammad Saber Fallah Nezhad

    (Yazd University)

  • Fatemeh Eskandari-Kataki

    (Yazd University)

Abstract

In this paper, the designs of the attribute control chart for the Weibull distribution under the time truncated life tests are investigated. Thus, some models are presented for the determination of optimal parameters. All models have the same cost function to be minimized. However, in the economic-statistical model and multi-objective model, the producer’s risk and the consumer’s risk must be satisfied as constraints. These risks are also considered as simultaneous objective functions in the multi-objective model. Therefore, different algorithms are proposed to specify design parameters. For the multi-objective model, the concept of data envelopment analysis (DEA) is utilized in the proposed algorithm. DEA is a powerful non-parametric approach to evaluate the relative efficiency of a group of decision-making units (DMUs) with multiple inputs and outputs. Through simulation studies and comparisons, the results of the proposed models are investigated. Besides, a real example for the inspection of chip products is provided to illustrate and compare the performance of various models.

Suggested Citation

  • Samrad Jafarian-Namin & Muhammad Aslam & Mohammad Saber Fallah Nezhad & Fatemeh Eskandari-Kataki, 2021. "Efficient designs of modeling attribute control charts for a Weibull distribution under truncated life tests," OPSEARCH, Springer;Operational Research Society of India, vol. 58(4), pages 942-961, December.
    • Handle: RePEc:spr:opsear:v:58:y:2021:i:4:d:10.1007_s12597-021-00525-5
    DOI: 10.1007/s12597-021-00525-5
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    References listed on IDEAS

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    1. Wu, Zhang & Luo, Hua & Zhang, Xiaolan, 2006. "Optimal np control chart with curtailment," European Journal of Operational Research, Elsevier, vol. 174(3), pages 1723-1741, November.
    2. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    3. Zhang Wu & Qinan Wang, 2007. "An NP Control Chart Using Double Inspections," Journal of Applied Statistics, Taylor & Francis Journals, vol. 34(7), pages 843-855.
    4. Lee Ho, Linda & Quinino, Roberto Costa, 2013. "An attribute control chart for monitoring the variability of a process," International Journal of Production Economics, Elsevier, vol. 145(1), pages 263-267.
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