Selecting configuration of reverse logistics network using sustainability indicators

S. Dhib, T. Loukil, S. Addouche, A. El mhamedi
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引用次数: 5

Abstract

The network of the reverse logistics (RL) aims to treat and re-inject into the supply chain all that can be valorized from products which are defective, at the end of life, at the end of warranty, at high obsolescence level, etc. The design of that network must take into account many things like the uncertainty about the expected volumes of these products, the forecast of consumer needs customers, producers returns projections, recycling systems, etc. In general, products are not always accompanied with complete data. Those data are often imprecise, hypothetical, inconsistent ... Our literature review is interested mainly in economic viability of an RL organization for a family of products in the context of uncertainty. It shows that almost all research papers do not take into account the incompleteness of the data, do not capitalize on the practices and the historical data of the network and, then, do not consider any indicator of sustainable development (SD). In this paper, we develop a model to select the best reverse logistic network under uncertainty of products returns. This model uses mathematic model and Bayesian network to detect the distribution of used product, integrated in Arena Software to simulate different configurations.
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利用可持续性指标选择逆向物流网络配置
逆向物流(RL)网络旨在处理并重新注入供应链中所有可以从有缺陷的产品中获得价值,在生命周期结束时,在保修期结束时,在高过时水平等。该网络的设计必须考虑到许多事情,比如这些产品的预期数量的不确定性,对消费者需求的预测,生产商的退货预测,回收系统等。一般来说,产品并不总是附带完整的数据。这些数据往往是不精确的、假设性的、不一致的……我们的文献综述主要关注的是在不确定性背景下RL组织的一系列产品的经济可行性。这表明,几乎所有的研究论文都没有考虑到数据的不完整性,没有利用网络的实践和历史数据,也没有考虑任何可持续发展指标(SD)。本文建立了产品退货不确定条件下的最佳逆向物流网络选择模型。该模型采用数学模型和贝叶斯网络来检测废旧产品的分布,并集成在Arena软件中模拟不同的配置。
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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