A hybrid MRAC-PI approach to regulate pH in raceway reactors for microalgae production

IF 4.6 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS Control Engineering Practice Pub Date : 2024-12-05 DOI:10.1016/j.conengprac.2024.106191
Malena Caparroz , José Luis Guzmán , Juan Diego Gil , Manuel Berenguel , Francisco Gabriel Acién
{"title":"A hybrid MRAC-PI approach to regulate pH in raceway reactors for microalgae production","authors":"Malena Caparroz ,&nbsp;José Luis Guzmán ,&nbsp;Juan Diego Gil ,&nbsp;Manuel Berenguel ,&nbsp;Francisco Gabriel Acién","doi":"10.1016/j.conengprac.2024.106191","DOIUrl":null,"url":null,"abstract":"<div><div>This study presents the design, analysis and experimental evaluation of a hybrid Model Reference Adaptive Control (MRAC) structure for pH regulation through CO<span><math><msub><mrow></mrow><mrow><mn>2</mn></mrow></msub></math></span> injection in an open raceway reactor, addressing the nonlinear and time-varying dynamics of outdoor microalgae production systems. Conducted at the IFAPA center-University of Almería, the research compares the MRAC’s performance with traditional control solutions in these processes. Results indicate that the hybrid MRAC controller significantly outperforms conventional controllers, as demonstrated by performance indices. The MRAC’s ability to adapt to varying conditions was particularly noteworthy, enabling real-time adjustments and effective pH regulation. During continuous operation in real facilities for twelve days in two different months, the MRAC maintained the pH within the desired range, highlighting its robustness and suitability for industrial applications in microalgae photobioreactors. These findings contribute to the development of efficient and adaptive solutions for complex industrial processes, promoting sustainable and cost-effective microalgae production.</div></div>","PeriodicalId":50615,"journal":{"name":"Control Engineering Practice","volume":"156 ","pages":"Article 106191"},"PeriodicalIF":4.6000,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Control Engineering Practice","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0967066124003502","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

This study presents the design, analysis and experimental evaluation of a hybrid Model Reference Adaptive Control (MRAC) structure for pH regulation through CO2 injection in an open raceway reactor, addressing the nonlinear and time-varying dynamics of outdoor microalgae production systems. Conducted at the IFAPA center-University of Almería, the research compares the MRAC’s performance with traditional control solutions in these processes. Results indicate that the hybrid MRAC controller significantly outperforms conventional controllers, as demonstrated by performance indices. The MRAC’s ability to adapt to varying conditions was particularly noteworthy, enabling real-time adjustments and effective pH regulation. During continuous operation in real facilities for twelve days in two different months, the MRAC maintained the pH within the desired range, highlighting its robustness and suitability for industrial applications in microalgae photobioreactors. These findings contribute to the development of efficient and adaptive solutions for complex industrial processes, promoting sustainable and cost-effective microalgae production.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
一种混合MRAC-PI方法调节微藻生产反应器pH值
为了解决室外微藻生产系统的非线性和时变动力学问题,在开放式反应器中设计了一种混合模型参考自适应控制(MRAC)结构,并对其进行了分析和实验评估。在Almería大学IFAPA中心进行的这项研究将MRAC的性能与这些过程中的传统控制解决方案进行了比较。结果表明,混合MRAC控制器的性能指标明显优于传统控制器。MRAC适应不同条件的能力尤其值得注意,可以实时调整和有效调节pH值。在两个不同月的实际设施连续运行12天期间,MRAC将pH值维持在所需范围内,突出了其稳健性和在微藻光生物反应器中的工业应用适用性。这些发现有助于开发复杂工业过程的高效和适应性解决方案,促进可持续和具有成本效益的微藻生产。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
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.
期刊最新文献
HIL-validated coordinated P-Q regulation for integrated large-scale wind-PV power plants Dual-coil active disturbance rejection control for compact MEG measurement systems Experimental evaluation of extremum seeking control in semi-industrial microalgae raceway ponds Editorial Board Experimental demonstration of safe and automated in-cylinder pressure shaping using constrained extremum seeking
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1