Implementation of the digital twin of an interconnected atmospheric tank process

This article presents the implementation of the digital twin of a process of interconnected atmospheric tanks, the parametric design was implemented with the help of software intended for computer-aided design based on the information provided by the manufacturer’s sheets and performing reverse engineering. A mathematical model is proposed using non-linear differential equations implemented in Matlab simulink, which reflects the fluid dynamics within the hydraulic plant reacting to disturbances generated by the control elements in real time. The digital twin was evaluated by executing different tank filling and emptying scenarios whose results were compared with tests in the physical plant, obtaining a good approximation of the results and ensuring that the mathematical model reacts to disturbances generated by the control elements in real time. By integrating the information obtained from the mathematical model with the 3D parametric model we obtain a software tool that is centralized, efficient and reproducible in which operators can experiment and accelerate the acquisition of knowledge as well as identify and classify control optimization opportunities of the studied process, emphasizing the fact of supporting decisionmaking without wasting valuable resources.

Authors

Publication Details

Journal
Memorias del Congreso Nacional de Control Automático
Published
2024-12-27
DOI
https://doi.org/10.58571/cnca.amca.2024.018
Primary Topic
Digital Transformation in Industry
Type
article
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article

Implementation of the digital twin of an interconnected atmospheric tank process

Jesús David Avilés, Hoover Mujica-Ortega, Miguel García-Santamaría
Memorias del Congreso Nacional de Control Automático
Digital Transformation in Industry
article

Implementation of the digital twin of an interconnected atmospheric tank process

Jesús David Avilés, Hoover Mujica-Ortega, Miguel García-Santamaría
article en

Abstract

This article presents the implementation of the digital twin of a process of interconnected atmospheric tanks, the parametric design was implemented with the help of software intended for computer-aided design based on the information provided by the manufacturer’s sheets and performing reverse engineering. A mathematical model is proposed using non-linear differential equations implemented in Matlab simulink, which reflects the fluid dynamics within the hydraulic plant reacting to disturbances generated by the control elements in real time. The digital twin was evaluated by executing different tank filling and emptying scenarios whose results were compared with tests in the physical plant, obtaining a good approximation of the results and ensuring that the mathematical model reacts to disturbances generated by the control elements in real time. By integrating the information obtained from the mathematical model with the 3D parametric model we obtain a software tool that is centralized, efficient and reproducible in which operators can experiment and accelerate the acquisition of knowledge as well as identify and classify control optimization opportunities of the studied process, emphasizing the fact of supporting decisionmaking without wasting valuable resources.

Memorias del Congreso Nacional de Control AutomáticoVol. 7(1)
Openalex Percentile: Top 63%
Digital Transformation in Industry
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Implementation of the digital twin of an interconnected atmospheric tank process — Jesús David Avilés, Hoover Mujica-Ortega, et al. · Memorias del Congreso Nacional de Control Automático (2024) | TGRS Research Map | TGRS