Seasonal recruiting policies for table grape packing operations: A hybrid simulation modelling study

Mohammed Mesabbah, S. Rahoui, Mohamed A. F. Ragab, A. Mahfouz, A. Arisha
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引用次数: 3

Abstract

The packing process is a critical post-harvesting activity in table grape industry. Workers in packing stations are hired under seasonal contracts because of product seasonality and operations labor intensity. Seasonal workers, however, are usually characterized by inconsistent performance, high turnover and experience variation which leads to low productivity and high waste. Few mathematical models were used for evaluating fresh products packing operations, but in a deterministic nature which hinders the complexity and dynamics of the business processes. Hence, a hybrid Discrete Event Simulation (DES) and Agent-Based Modelling (ABM) are employed to evaluate a set of seasonal recruiting policies in a large grape packing station. The paper aims to investigate the impact of workers experience on packing operations efficiency. The model outcomes demonstrate the improvement in operations efficiency and total running cost (about 20% savings) that can be achieved when applying optimal recruiting policies that reduce labors variations.
鲜食葡萄包装操作的季节性招聘政策:混合模拟建模研究
在鲜食葡萄行业中,包装过程是一个关键的采收后活动。由于产品的季节性和操作的劳动强度,包装站的工人是按季节性合同雇用的。然而,季节工的特点通常是表现不一致、高流动率和经验变化,从而导致低生产率和高浪费。很少有数学模型用于评估新鲜产品包装操作,但在确定性的性质,这阻碍了业务流程的复杂性和动态性。为此,采用离散事件模拟(DES)和基于agent的模型(ABM)的混合方法,对大型葡萄包装站的一套季节性招聘策略进行了评估。本文旨在调查工人经验对包装操作效率的影响。模型结果表明,当采用减少劳动力变化的最优招聘政策时,可以实现运营效率和总运营成本(节省约20%)的提高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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