Two-level lot-sizing with raw-material perishability and deterioration

被引:12
作者
Acevedo-Ojeda, Andres [1 ,2 ,3 ]
Contreras, Ivan [1 ,3 ]
Chen, Mingyuan [1 ]
机构
[1] Concordia Univ, Dept Mech Ind & Aerosp Engn, Montreal, PQ, Canada
[2] Univ Pontificia Bolivariana Secc Bucaramanga, Ind Engn Fac, Bucaramanga, Colombia
[3] Interuniv Res Ctr Enterprise Networks Logist & Tr, Montreal, PQ H3T 2A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Raw-material perishability; lot-sizing; shelf-life; deterioration; production planning; two-level lot-sizing; mixed-integer programming; batch ordering; EOQ MODEL; INTEGRATED PRODUCTION; SIZE MODEL; SHELF-LIFE; NONSTATIONARY DEMAND; SCHEDULING PROBLEM; INVENTORY MODEL; TIME; PRODUCTS; SYSTEM;
D O I
10.1080/01605682.2018.1558942
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In many production systems, it is common to face significant rates of product deterioration, referring to physical exhaustion, loss of functionality and volume, or even obsolescence. This deterioration property, known as perishability, prevents such products from being used after their expiration time. We present lot-sizing problems that incorporate raw-material perishability and analyse how these considerations enforce specific constraints on a set of fundamental decisions, particularly for multi-level structures. We study three variants of the two-level lot-sizing problem incorporating different types of raw-material perishability: (a) fixed shelf-life, (b) functionality deterioration, and (c) functionality-volume deterioration. We propose mixed-integer programming formulations for each of these variants and perform computational experiments with sensitivity analyses. We analyse the added value of explicitly incorporating perishability considerations into production planning problems. For this, we compare the results of the proposed formulations with those obtained by implementing a sequential approach that adapts a standard two-level lot-sizing solution with a Silver-Meal-based rolling-horizon algorithm.
引用
收藏
页码:417 / 432
页数:16
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