Robust control designs for microalgae cultivation in continuous photobioreactors

IF 1.6 4区 工程技术 Q3 Chemical Engineering
Mariana Rodríguez-Jara, Carlos E. Ramírez-Castelan, Quetzalli Samano-Perfecto, L. Ricardez‐Sandoval, H. Puebla
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引用次数: 0

Abstract

Abstract Microalgae are used to produce renewable biofuels and high-value components and in bioremediation and CO2 sequestration tasks. These increasing applications, in conjunction with a desirable constant large-scale productivity, motivate the development and application of practical controllers. This paper addresses the application of robust control schemes for microalgae cultivation in continuous photobioreactors. Due to the model uncertainties and external perturbations, robust control designs are required to guarantee the desired microalgae productivity. Furthermore, simple controller designs are desirable for practical implementation purposes. Therefore, two robust control designs are applied and evaluated in this paper for two relevant case studies of microalgae cultivation in photobioreactors. The first control design is based on an enhanced simple-input output model with uncertain estimation. The second control design is the robust nonlinear model predictive control considering different uncertain scenarios. Numerical simulations of two case studies aimed at lipid production and CO2 capture under different conditions are presented to evaluate the robust closed-loop performance.
连续光生物反应器中微藻培养的鲁棒控制设计
微藻被用于生产可再生生物燃料和高价值组件,并用于生物修复和二氧化碳封存任务。这些不断增加的应用,与理想的恒定大规模生产力相结合,激励了实际控制器的开发和应用。本文讨论了鲁棒控制方案在连续光生物反应器中微藻培养中的应用。由于模型的不确定性和外部扰动,需要鲁棒控制设计来保证所需的微藻产量。此外,简单的控制器设计对于实际实现目的是可取的。因此,本文对光生物反应器中微藻培养的两个相关案例应用了两种鲁棒控制设计并进行了评估。第一个控制设计是基于一个具有不确定估计的增强型简单输入输出模型。第二个控制设计是考虑不同不确定场景的鲁棒非线性模型预测控制。针对不同条件下脂质生成和二氧化碳捕获的两个案例研究进行了数值模拟,以评估鲁棒闭环性能。
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来源期刊
CiteScore
2.80
自引率
12.50%
发文量
107
审稿时长
3 months
期刊介绍: The International Journal of Chemical Reactor Engineering covers the broad fields of theoretical and applied reactor engineering. The IJCRE covers topics drawn from the substantial areas of overlap between catalysis, reaction and reactor engineering. The journal is presently edited by Hugo de Lasa and Charles Xu, counting with an impressive list of Editorial Board leading specialists in chemical reactor engineering. Authors include notable international professors and R&D industry leaders.
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