Design of plastic waste chemical recycling process considering uncertainty

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Zhifei Yuliu, Yuqing Luo, Marianthi G. Ierapetritou
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引用次数: 0

Abstract

The selection of mixed plastic waste recycling technologies directly influences product distribution and thus the overall process economics. This study presents an integrated chemical recycling process that combines pyrolysis, hydrogenolysis, and hydrocracking to transform plastic waste directly into high-value fuel products, eliminating the need for further upgrading. A mixed-integer nonlinear programming model is formulated to consider the selection of reaction pathways considering fuel properties to ensure compliance with product specifications. Robust optimization is used to incorporate the effect of fuel property and economic uncertainty on the process design. Under nominal conditions, the optimized chemical recycling process demonstrates strong economic performance with a unit net present value of $366/t plastic waste. Different levels of conservatism are considered to account for uncertainty. The optimized process shows a robust performance by leveraging different combinations of depolymerization technologies and adjusting the product portfolio.
考虑不确定性的废塑料化工回收工艺设计
混合塑料废物回收技术的选择直接影响产品分配,从而影响整个过程的经济效益。本研究提出了一种结合热解、氢解和加氢裂化的综合化学回收工艺,将塑料废物直接转化为高价值的燃料产品,无需进一步升级。建立了混合整数非线性规划模型,考虑了燃料特性对反应路径的选择,以保证符合产品规格。采用鲁棒优化方法,综合考虑燃料特性和经济不确定性对工艺设计的影响。在名义条件下,优化后的化学回收工艺表现出较强的经济效益,单位净现值为366美元/吨塑料废物。不同程度的保守主义被认为可以解释不确定性。通过不同的解聚技术组合和产品组合的调整,优化后的工艺表现出良好的性能。
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来源期刊
Computers & Chemical Engineering
Computers & Chemical Engineering 工程技术-工程:化工
CiteScore
8.70
自引率
14.00%
发文量
374
审稿时长
70 days
期刊介绍: Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.
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