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

被引:0
作者
Zhang, Ding [1 ]
Luo, Yi [1 ]
Liu, Qiang [1 ]
机构
[1] Guangdong Univ Technol, Key Lab Precis Elect Mfg Technol & Equipment, Guangzhou 510006, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Production system; Multi-state reliability; Finite buffers; Time-dependent failure; Operation-dependent failure; Universal generating function; MULTISTATE SYSTEMS; MANUFACTURING SYSTEMS; DIMENSIONAL QUALITY; 2-MACHINE LINES; AVAILABILITY; PERFORMANCE; MAINTAINABILITY; SELECTION; DESIGN; MODELS;
D O I
10.1007/s10479-024-05891-z
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
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.
引用
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页码:641 / 644
页数:4
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