Modelling of the Glass Melting Process for Real-Time Implementation

Improvement of process efficiency and product quality is available through implementation of more complex control algorithms and more accurate process models. It is especially critical for the glass industry production chain since glass production is a complex processes with high energy usage. The a...

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Published in:International journal of modeling and optimization Vol. 5; no. 6; pp. 366 - 373
Main Authors: Grega, Wojciech, Pilat, Adam, Tutaj, Andrzej
Format: Journal Article
Language:English
Published: 01.12.2015
Subjects:
Chains
Computer simulation
Control theory
Finite element method
Glass
Mathematical models
Modelling
Real time
ISSN:2010-3697, 2010-3697
Online Access:Get full text
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Abstract Improvement of process efficiency and product quality is available through implementation of more complex control algorithms and more accurate process models. It is especially critical for the glass industry production chain since glass production is a complex processes with high energy usage. The accuracy and robustness of advanced control algorithms is strictly dependent on the quality of the underlying mathematical model of the production process. This paper presents the formalisation and an empirical investigation of the hypothesis that a simplified, Finite Element Method (FEM) - based model can capture the closed-loop process dynamics over longer time scales and is suitable for real-time applications. The paper demonstrates how a trade-off between model complexity and simulation time can be found.
AbstractList Improvement of process efficiency and product quality is available through implementation of more complex control algorithms and more accurate process models. It is especially critical for the glass industry production chain since glass production is a complex processes with high energy usage. The accuracy and robustness of advanced control algorithms is strictly dependent on the quality of the underlying mathematical model of the production process. This paper presents the formalisation and an empirical investigation of the hypothesis that a simplified, Finite Element Method (FEM) - based model can capture the closed-loop process dynamics over longer time scales and is suitable for real-time applications. The paper demonstrates how a trade-off between model complexity and simulation time can be found.
Author Grega, Wojciech
Tutaj, Andrzej
Pilat, Adam
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Cites_doi 10.1109/37.206985
10.1007/978-1-4419-8237-7
10.1007/978-3-319-04229-9
10.5772/17433
10.1016/j.compchemeng.2004.02.024
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CorporateAuthor AGH University of Science and Technology in Krakow, 30-059 Krakow, Mickiewicza Av. 30, Poland
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SubjectTerms Chains
Computer simulation
Control theory
Finite element method
Glass
Mathematical models
Modelling
Real time
Title Modelling of the Glass Melting Process for Real-Time Implementation
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