Flexible lot sizing in hybrid make-to-order/make-to-stock production planning

被引:33
作者
Beemsterboer, Bart [1 ]
Land, Martin [1 ]
Teunter, Ruud [1 ]
机构
[1] Univ Groningen, Dept Operat, POB 800, NL-9700 AV Groningen, Netherlands
关键词
Production; Production planning; Lot sizing; Hybrid production; Markov Decision Process; MACHINE PRODUCTION SYSTEMS; SCHEDULING PROBLEM; STOCHASTIC DEMANDS; INVENTORY; RULES; MODEL; ITEM; MTO;
D O I
10.1016/j.ejor.2017.01.015
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Hybrid make-to-order/make-to-stock production systems are difficult to control. Batch production of make-to-stock products allows for efficient capacity usage, but fixed batch sizes can make the system less responsive to make-to-order customers. Using Markov Decision Process modeling, we show that the optimal policy for such hybrid systems varies the lot size in response to make-to-order backlogs as well as stock levels. We evaluate the performance of this flexible lot sizing policy for a two-product hybrid system. We find that it leads to savings of up to 23% compared to policies that use either completely or partly fixed lot sizes. We also find that flexible lot sizing is especially beneficial for systems with a low load and where make-to-stock is important in terms of production capacity usage and cost. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:1014 / 1023
页数:10
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