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Mixed-Integer Linear Programming approaches to shelf-life-integrated planning and scheduling in yoghurt production

机译:酸奶生产中货架寿命整合计划和调度的混合整数线性规划方法

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摘要

In the production of perishable products such as dairy, meat or bakery goods, the consideration of shelf life in production planning is of particular importance. Retail customers with relatively low inventory turns can benefit significantly from longer product shelf life as wastage and out-of-stock rates decrease. However, in today's production planning and control systems, shelf-life issues with regard to specific products or customers are only seldom accounted for. Therefore, the objective of this paper is to develop Mixed-Integer Linear Programming (MILP) models that integrate shelf-life issues into production planning and scheduling. The research is based on an industrial case study of yoghurt production. Relying on the principle of block planning, three different MILP models for weekly production planning are presented that apply a combination of a discrete and continuous representation of time. Overnight production and, hence, the necessity for identifying two different shelf-life values for the same production lot is included in the model formulation. Numerical experiments show that near-optimal solutions can be obtained within reasonable computational time.
机译:在诸如乳制品,肉或烘焙食品之类的易腐产品的生产中,在生产计划中考虑保质期尤为重要。随着浪费和缺货率的降低,存货周转率相对较低的零售客户可以从更长的产品保质期中受益匪浅。但是,在当今的生产计划和控制系统中,很少考虑与特定产品或客户有关的保质期问题。因此,本文的目的是开发将货架寿命问题整合到生产计划和调度中的混合整数线性规划(MILP)模型。该研究基于酸奶生产的工业案例研究。根据区块计划的原理,提出了三种不同的MILP模型用于每周生产计划,它们结合了时间的离散和连续表示。隔夜生产,因此,确定同一生产批次的两个不同货架期值的必要性包括在模型公式中。数值实验表明,可以在合理的计算时间内获得最佳解。

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