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Reliability evaluation of production systems with finite buffers subject to time-dependent and operation-dependent failures

Author

Listed:
  • Ding Zhang

    (Guangdong University of Technology)

  • Yi Luo

    (Guangdong University of Technology)

  • Qiang Liu

    (Guangdong University of Technology)

Abstract

The accurate due-date reliability evaluation of demand satisfaction is vital for due-time performance prediction of production systems. This paper proposes an improved multi-state reliability evaluation approach for production systems with finite buffers subject to time-dependent failures (TDFs), operation-dependent failures (ODFs). Instead of TDF machine model or ODF machine model, a modified machine reliability model considering both TDFs and ODFs is presented as a basis. And then an equivalent workstation reliability model is proposed by steady probability analysis of finite buffers. A united reliability calculating framework is constructed for the multi-state production system based on universal generating function. A case study of a piston production line is conducted to prove the feasibility and effectiveness of the proposed methodology.

Suggested Citation

  • Ding Zhang & Yi Luo & Qiang Liu, 2024. "Reliability evaluation of production systems with finite buffers subject to time-dependent and operation-dependent failures," Annals of Operations Research, Springer, vol. 340(1), pages 671-691, September.
    • Handle: RePEc:spr:annopr:v:340:y:2024:i:1:d:10.1007_s10479-024-05891-z
    DOI: 10.1007/s10479-024-05891-z
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    References listed on IDEAS

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