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

IF 5.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Malena Caparroz , José Luis Guzmán , Juan Diego Gil , Manuel Berenguel , Francisco Gabriel Acién
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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.
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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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