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GRAPHICAL-BASED RELIABILITY EVALUATION OF MULTIPLE DISTINCT PRODUCTION LINES
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Journal Article
GRAPHICAL-BASED RELIABILITY EVALUATION OF MULTIPLE DISTINCT PRODUCTION LINES
2013
Overview
This paper proposes a graphical-based methodology to evaluate the performance of a manufacturing system in terms of network model.We focus on a manufacturing system which consists of multiple distinct production lines.A transformation technique is developed to build the manufacturing system as a manufacturing network.In such a manufacturing network,the capacity of each machine is multistate due to failure,partial failure,or maintenance.Thus,this manufacturing network is also regarded as a multistate network.We evaluate the probability that the manufacturing network can meet a given demand,where the probability is referred to as the system reliability.A simple algorithm integrating decomposition technique is proposed to generate the minimal capacity vectors that machines should provide to eventually satisfy demand.The system reliability is derived in terms of such capacity vectors afterwards.A practical application in the context of IC card manufacturing system is utilized to demonstrate the performance evaluation procedure.
Publisher
SP Systems Engineering Society of China,Springer,Springer Nature B.V,Department of Industrial Management, National Taiwan University of Science & Technology, Taipei 106, Taiwan,China
Subject
/ Economic Theory/Quantitative Economics/Mathematical Methods
/ Exact sciences and technology
/ Inventory control, production control. Distribution
/ Operational research and scientific management
/ Operational research. Management science
/ Operations Research/Decision Theory
/ Reliability theory. Replacement problems
/ 制造系统
/ 制造网络
/ 可靠性评价
/ 图形
/ 生产线
/ 网络模型
/ 肾功能衰竭
/ 转换技术
