Optimal control of scheduling and production for a multienzymatic system in continuous reactors

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Pablo Silva , Felipe Scott , Sai Darshan Adloor , Vassilios S. Vassiliadis , Andrés Illanes , Lorena Wilson , Raúl Conejeros
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引用次数: 0

Abstract

Enzyme inactivation significantly impacts reactor performance by reducing substrate conversion and product quality. This study, with its focus on optimizing the economic benefits of a novel two-step biocatalytic system, aims to control biocatalyst replacement intervals and operational conditions, thereby enhancing the economic viability of biocatalytic processes. The results demonstrate that optimal control strategies can be effectively implemented for Continuous Stirred Tank Reactors (CSTRs) and Packed Bed Reactors (PBRs). Moreover, PBRs show distinct advantages due to their enhanced capacity to meet demand, primarily resulting from differences in mixing patterns and the extended contact time between reactants and the biocatalyst. An essential contribution of this work is the detailed spatial analysis of temperature distribution within the PBR, an innovative approach to studying multienzyme systems. Considering a 16-week time horizon, the application of the proposed methodology resulted in a total of 3 catalyst changeovers for the CSTR configuration, and one for the PBR, achieving 80% of the total seasonal demand. Furthermore, the development of a comprehensive model that integrates two-stage enzyme inactivation, diffusional limitations, and Michaelis–Menten kinetics for both enzymes provides a thorough understanding and valuable insights into determining optimal biocatalyst replacement times. This approach advances the design and operation of biocatalytic processes for improved economic performance.
连续反应器中多酶系统调度和生产的最优控制
酶失活通过降低底物转化率和产品质量显著影响反应器性能。本研究以优化新型两步生物催化系统的经济效益为重点,旨在控制生物催化剂的更换间隔和操作条件,从而提高生物催化过程的经济可行性。结果表明,连续搅拌槽式反应器(CSTRs)和填充床式反应器(PBRs)的最优控制策略是有效的。此外,pbr由于其满足需求的能力增强而显示出明显的优势,这主要是由于混合模式的差异和反应物与生物催化剂之间接触时间的延长。这项工作的一个重要贡献是对PBR内温度分布的详细空间分析,这是研究多酶系统的一种创新方法。考虑到16周的时间范围,采用所建议的方法,CSTR配置总共更换了3次催化剂,PBR配置更换了一次催化剂,达到了总季节性需求的80%。此外,综合两阶段酶失活、扩散限制和两种酶的Michaelis-Menten动力学的综合模型的发展,为确定最佳生物催化剂更换时间提供了全面的理解和有价值的见解。这种方法促进了生物催化工艺的设计和操作,以提高经济性能。
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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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