Reliability analysis for series manufacturing system with imperfect inspection considering the interaction between quality and degradation

• Published in: Reliability engineering & system safety Vol. 189; pp. 345 - 356
• Main Authors: Ye, Zhenggeng, Cai, Zhiqiang, Zhou, Fuli, Zhao, Jiangbin, Zhang, Pan
• Format: Journal Article
• Language: English
• Published: Barking Elsevier Ltd 01.09.2019; Elsevier BV
• Subjects: Connecting rods; Continuous degradation; Degradation; Discrete degradation; Downstream effects; Imperfect quality inspection; Information systems; Inspection; Judgments; Manufacturing; Product quality; Qualitative analysis; Quality assessment; Quality-degradation interaction; Reliability analysis; Reliability engineering; Series manufacturing system; Stochastic processes; System reliability; Imperfect quality inspection; Series manufacturing system; System reliability; Quality-degradation interaction; Continuous degradation; Discrete degradation
• ISSN: 0951-8320; 1879-0836
• DOI: 10.1016/j.ress.2019.05.005

•Interactions among quality, inspection performance and degradation are modeled.•Inspection's restraints in the propagation of unqualified products are analyzed.•Multiple degradations are modeled by Gamma, marked point and wiener stochastic process.•System reliability of SMSII is firstly proposed considering imperfect inspection. Reliability evaluation of manufacturing system always takes machine performance and product quality as two key factors. But the imperfect inspection usually leads to unreliable quality judgments, cause the propagation of unqualified products, and aggravate the degradation of downstream machines. In this paper, considering the effect of imperfect inspection process, a new reliability model is developed based on the interaction between machine performance and product quality. Firstly, multiple degradation modes, which include continuous and discrete degradations, are modeled by different stochastic processes. Secondly, a quality reliability model is established to evaluate the satisfaction rate of production demand based on the variation estimation model of product's dimensions. Thirdly, the four states (Q-Q, U-U, Q-U, and U-Q) of quality inspection process are defined, whose effects on discrete degradation are analyzed in qualitative by referring to the quality evaluation. Finally, a system reliability evaluation model is proposed based on the analysis of minimum target requirements, and the practical case of a connecting rod illustrates the effectiveness of the proposed model. The results indicate that the abundant information existing in manufacturing system can be effectively integrated and exploited by the proposed reliability model, and the weakness of manufacturing system can also be identified easily.