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An integrated System Dynamics model for strategic capacity planning in closed-loop recycling networks: A dynamic analysis for the paper industry

机译:闭环回收网络中用于战略能力计划的集成系统动力学模型:造纸行业的动态分析

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Recycling activities have demonstrated a remarkable increase over the last decade due to the economic and environmental dimensions of sustainability. In particular, capacity planning in production facilities has become a strategic issue of key importance affecting the profitability of the recycling industry. By integrating the simulation discipline and the feedback control theory into a dynamic consideration of recycling networks, this paper proposes a System Dynamics (SD) model for strategic capacity planning in the recycling industry. The decision-making process is based on a balanced tradeoff between profit and capacity utilization for a single producer with closed-loop recycling activities. The SD model captures physical stocks and flows apparent in real-world recycling networks and includes the feedback mechanisms which regulate these flows. When used as an "experimental tool", the model tests alternative capacity planning policies and demonstrates policy suggestions for the forward and reverse channels, which maximize profitability over a strategic planning horizon. This experimentation is illustrated by using data from a paper producer with recycling activities, as a real-world test case. Extensive simulation runs, investigate the efficiency of a wide range capacity acquisition decisions, using total company profit as the measure of performance. Although such an analysis may differ from one recycling network to another, it has been kept as generic as possible to facilitate its applicability to a wide-spectrum of real-world local, regional or global networks.
机译:由于可持续性的经济和环境因素,在过去十年中,回收活动已显着增加。特别是,生产设施中的产能计划已成为影响回收行业盈利能力的至关重要的战略问题。通过将仿真学科和反馈控制理论整合到回收网络的动态考虑中,本文提出了一种用于回收行业战略能力计划的系统动力学(SD)模型。决策过程基于具有闭环回收活动的单个生产者的利润与产能利用率之间的平衡权衡。 SD模型捕获实际回收网络中明显的实物库存和流量,并包括调节这些流量的反馈机制。当用作“实验工具”时,该模型将测试替代的产能计划政策,并演示有关正向和反向渠道的政策建议,从而在战略规划范围内最大化获利能力。通过使用来自造纸厂的具有回收活动的数据作为实际测试案例来说明该实验。广泛的模拟运行,使用公司的总利润作为衡量绩效的指标,调查各种能力获得决策的效率。尽管这样的分析可能在一个回收网络之间有所不同,但已尽可能保持通用性,以促进其适用于现实世界的本地,区域或全球网络的广泛范围。

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