Simplified Mechanistic Model of the Multiple Hearth Furnace for Control Development

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Simplified Mechanistic Model of the Multiple Hearth Furnace for Control Development. / Gomez Fuentes, Jose; Jämsä-Jounela, Sirkka-Liisa.

julkaisussa: Simulation Notes Europe, Vuosikerta 28, Nro 3, 09.2018, s. 97-100.

Tutkimustuotos: Lehtiartikkelivertaisarvioitu

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Bibtex - Lataa

@article{31b4bd653e67467baddfdbf75eb9aefb,
title = "Simplified Mechanistic Model of the Multiple Hearth Furnace for Control Development",
abstract = "This paper presents the simplified mechanistic model of a Multiple Hearth Furnace (MHF), developed for process control implementation. The detailed mechanistic model of the MHF and its solving procedure are introduced. Based on the detailed model, the simplified model is developed in the nonlinear Hammerstein-Wiener form, which defines a specific type of nonlinear state space models suitable for example for Model Predictive Control (MPC) implementation. The simplified model aims to preserve the key physical-chemical phenomena taking place in the furnace and to reproduce the nonlinear dependencies between the input and output variables. Finally, the paper presents the simulation results to compare the mechanistic and the simplified models. The comparison confirms that the dynamics of the simplified model accurately follows the mechanistic model outputs.",
author = "{Gomez Fuentes}, Jose and Sirkka-Liisa J{\"a}ms{\"a}-Jounela",
year = "2018",
month = "9",
doi = "10.11128/sne.28.sn.10426",
language = "English",
volume = "28",
pages = "97--100",
journal = "Simulation Notes Europe",
issn = "2305-9974",
number = "3",

}

RIS - Lataa

TY - JOUR

T1 - Simplified Mechanistic Model of the Multiple Hearth Furnace for Control Development

AU - Gomez Fuentes, Jose

AU - Jämsä-Jounela, Sirkka-Liisa

PY - 2018/9

Y1 - 2018/9

N2 - This paper presents the simplified mechanistic model of a Multiple Hearth Furnace (MHF), developed for process control implementation. The detailed mechanistic model of the MHF and its solving procedure are introduced. Based on the detailed model, the simplified model is developed in the nonlinear Hammerstein-Wiener form, which defines a specific type of nonlinear state space models suitable for example for Model Predictive Control (MPC) implementation. The simplified model aims to preserve the key physical-chemical phenomena taking place in the furnace and to reproduce the nonlinear dependencies between the input and output variables. Finally, the paper presents the simulation results to compare the mechanistic and the simplified models. The comparison confirms that the dynamics of the simplified model accurately follows the mechanistic model outputs.

AB - This paper presents the simplified mechanistic model of a Multiple Hearth Furnace (MHF), developed for process control implementation. The detailed mechanistic model of the MHF and its solving procedure are introduced. Based on the detailed model, the simplified model is developed in the nonlinear Hammerstein-Wiener form, which defines a specific type of nonlinear state space models suitable for example for Model Predictive Control (MPC) implementation. The simplified model aims to preserve the key physical-chemical phenomena taking place in the furnace and to reproduce the nonlinear dependencies between the input and output variables. Finally, the paper presents the simulation results to compare the mechanistic and the simplified models. The comparison confirms that the dynamics of the simplified model accurately follows the mechanistic model outputs.

U2 - 10.11128/sne.28.sn.10426

DO - 10.11128/sne.28.sn.10426

M3 - Article

VL - 28

SP - 97

EP - 100

JO - Simulation Notes Europe

JF - Simulation Notes Europe

SN - 2305-9974

IS - 3

ER -

ID: 29723305