考虑经济效益和碳减排的丙烯酸净化工艺多目标决策分析

IF 5.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Xiangyu Zeng , Cuimei Bo , Guo Yu , Quanling Zhang , Xu Qiao , Furong Gao
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引用次数: 0

摘要

丙烯酸是化工行业的基础化学品和关键中间体,支撑着众多高附加值下游产业的发展。在净化过程中,如何在不影响产品质量的前提下,保证工艺经济环保,是一个至关重要的挑战。为此,我们首先利用基于非均相共沸蒸馏法的Aspen Plus对丙烯酸提纯过程进行了建模。以经济效益最大化和二氧化碳排放最小化为目标,构造了一个多目标优化问题,并利用多目标优化算法求解该问题,得到一组pareto最优权衡解。为了方便决策,我们应用TOPSIS方法从解集中选择最优工作点。实验结果表明,最优工作点与初始工作点相比,利润提高3.19%,二氧化碳排放量减少31.21%。为了进一步研究环境政策措施的影响,本文引入了碳税惩罚机制来评估碳定价的经济影响。随后,将最优工作点对应的稳态模型导入Aspen Dynamics,进行控制策略设计和动态仿真。结果表明,所提出的控制策略有效地抑制了进料流扰动对系统的影响,具有较强的抗干扰能力。综上所述,本研究为考虑经济效益和减量化的丙烯酸净化工艺的多目标优化和决策提供了新的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Multi-objective decision analysis for acrylic acid purification process considering economic benefits and carbon reduction

Multi-objective decision analysis for acrylic acid purification process considering economic benefits and carbon reduction
Acrylic acid, a fundamental chemical and key intermediate in the chemical industry, supports the development of numerous high-value-added downstream industries. During the purification process, how to ensure the process economical and environmentally friendly, without compromising product quality, is a critical challenge. To this end, we first model the acrylic acid purification process using Aspen Plus based on the heterogeneous azeotropic distillation method. We then formulate a multi-objective optimization problem with the goals of maximizing economic benefits and minimizing carbon dioxide emissions, and solve it using multi-objective optimization algorithms to obtain a set of Pareto-optimal trade-off solutions. To facilitate decision-making, we apply the Technique for Order Preference by Similarity to Ideal (TOPSIS) method to select the optimal operating point from the solution set. Experimental results show that the optimal operating point increases profits by 3.19% and reduces carbon dioxide emissions by 31.21% compared to the initial operating point. To further investigate the influence of environmental policy measures, a carbon tax penalty mechanism is introduced to assess the economic implications of carbon pricing. Subsequently, the steady-state model corresponding to the optimal operating point is imported into Aspen Dynamics for control strategy design and dynamic simulation. The results indicate that the proposed control strategy effectively suppresses the impact of feed flow disturbances on the system and demonstrate strong anti-interference capability. Overall, this study offers a new perspective to the multi-objective operation optimization and decision making for acrylic acid purification process considering economic benefits and reduction.
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来源期刊
Control Engineering Practice
Control Engineering Practice 工程技术-工程:电子与电气
CiteScore
9.20
自引率
12.20%
发文量
183
审稿时长
44 days
期刊介绍: Control Engineering Practice strives to meet the needs of industrial practitioners and industrially related academics and researchers. It publishes papers which illustrate the direct application of control theory and its supporting tools in all possible areas of automation. As a result, the journal only contains papers which can be considered to have made significant contributions to the application of advanced control techniques. It is normally expected that practical results should be included, but where simulation only studies are available, it is necessary to demonstrate that the simulation model is representative of a genuine application. Strictly theoretical papers will find a more appropriate home in Control Engineering Practice''s sister publication, Automatica. It is also expected that papers are innovative with respect to the state of the art and are sufficiently detailed for a reader to be able to duplicate the main results of the paper (supplementary material, including datasets, tables, code and any relevant interactive material can be made available and downloaded from the website). The benefits of the presented methods must be made very clear and the new techniques must be compared and contrasted with results obtained using existing methods. Moreover, a thorough analysis of failures that may happen in the design process and implementation can also be part of the paper. The scope of Control Engineering Practice matches the activities of IFAC. Papers demonstrating the contribution of automation and control in improving the performance, quality, productivity, sustainability, resource and energy efficiency, and the manageability of systems and processes for the benefit of mankind and are relevant to industrial practitioners are most welcome.
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