A surface response optimization model for EPQ system with imperfect production process under rework and shortage

被引：2
作者：
Abdel-Aleem A. [1 ]
El-Sharief M.A. [1 ]
Hassan M.A. [1 ,2 ]
El-Sebaie M.G. [1 ]
机构：
[1] Department of Mechanical Engineering, Faculty of Engineering, Assiut University, Assiut
[2] Department of Materials Science and Engineering, School of Innovative Design Engineering, E-JUST University, Alexandria
来源：
OPSEARCH | 2017年 / 54卷 / 4期
关键词：
EPQ; Imperfect items; Optimization; Rework; RSM model; Shortage;
D O I：
10.1007/s12597-017-0301-1
中图分类号：
学科分类号：
摘要：
Most research studies on the economic production quantity (EPQ) model considered that produced items are of perfect quality. On the other hand, real production systems have some product defects. Considering the imperfect items makes the inventory model more complex, and more difficult to solve analytically rather than it is time consuming. Therefore, an efficient approach like D-optimal response surface methodology (RSM) is required since heterogeneous combination of data can be modeled to generate response surfaces and obtain optimum decision parameters values. This paper solves the EPQ model with sales return, rework, shortage and scrap by RSM optimization technique in order to optimize the long run average cost function. ANOVA analysis of data obtained from the total cost RSM quadratic model has shown that the Model is significant according to F, “Prob > F” and p-values. © 2017, Operational Research Society of India.
引用
收藏
页码：735 / 751
页数：16
相关论文
共 35 条
  • [1] Groover M.P., Fundamentals of Modern Manufacturing: Materials, Processes, and Systems, (2015)
  • [2] Cheng T.C.E., EPQ with process capability and quality assurance considerations, J. Oper. Res. Soc., 42, 8, pp. 713-720, (1991)
  • [3] Salameh M.K., Jaber M.Y., Economic production quantity model for items with imperfect quality, Int. J. Prod. Econ., 64, pp. 59-64, (2000)
  • [4] Goyal S.K., Cardenas-Barron L.E., Note on: economic production quantity model for items with imperfect quality—a practical approach, Int. J. Prod. Econ., 77, pp. 85-87, (2002)
  • [5] Jamal A.M., Sarker B.R., Mondal S., Optimal manufacturing batch size with rework process at a single-stage production system, Comput. Ind. Eng., 47, 1, pp. 77-89, (2004)
  • [6] Hejazi S.R., Tsou J.C., Barzoki M.R., Optimal lot size of EPQ model considering imperfect and defective products, J. Ind. Eng. Int., 4, 7, pp. 59-68, (2008)
  • [7] Tripathy P.K., Tripathy P., Pattnaik M., A fuzzy EOQ model with reliability and demand-dependent unit cost, Int. J. Contemp. Math. Sci., 6, 30, pp. 1467-1482, (2011)
  • [8] Nadjafi B.A., Abbasi B., EPQ Model with depreciation cost and process quality cost as continuous functions of time, J. Ind. Eng. Int., 5, 8, pp. 77-89, (2009)
  • [9] Tripathy P.K., Pattnaik M., Optimal inventory policy with reliability consideration and instantaneous receipt under imperfect production process, Int. J. Manag. Sci. Eng. Manag., 6, pp. 413-420, (2011)
  • [10] Tripathy P.K., Wee W., Majhi P.R., An EOQ model with process reliability considerations, J. Oper. Res. Soc., 54, pp. 549-554, (2003)
1234