An integrated EPQ model based on a control chart for an imperfect production process

被引:51
作者
Pan, Ershun [1 ]
Jin, Yao [1 ]
Wang, Shuyi [2 ]
Cang, Ting [1 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Mech Engn, Shanghai 200240, Peoples R China
[2] Shanghai Univ Sci & Technol, Sch Med Instrument & Food Engn, Shanghai 200093, Peoples R China
基金
中国国家自然科学基金;
关键词
SPC; control charts; economic production quantity; maintenance policy; PROCESS QUALITY; SETUP COST; DESIGN; MAINTENANCE;
D O I
10.1080/00207543.2011.642822
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The notion of quality control is introduced into the classic economic production quantity (EPQ) model. Based on previous research, this paper contributes to an integrated EPQ model combining the concepts of statistical process control and maintenance. An imperfect production process involving three different conditions is considered. A control chart is adopted to monitor the whole process with Taguchi's loss function estimating the quality cost of each condition. A corresponding maintenance policy is planned for the machine depending on what condition it runs in. Thus the proposed EPQ model takes quality-related costs and maintenance-related costs into account other than storage costs and ordering costs already considered in the classic model. The objective of this model is to minimise the total expected production cost per production cycle while simultaneously determining the optimal parameters of control chart design, the interval between sampling, the sample size and the maintenance decision policy. The pattern search method is used to solve the problem using the MATLAB toolbox. In addition, a case study, sensitivity analysis and comparison analysis are presented to demonstrate the application of the model.
引用
收藏
页码:6999 / 7011
页数:13
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