TY - JOUR
T1 - Control of integrated process networks-A multi-time scale perspective
AU - Baldea, Michael
AU - Daoutidis, Prodromos
PY - 2007/5/1
Y1 - 2007/5/1
N2 - In this work, we consider a generic class of process networks that feature large material recycle streams and in which impurities are present, and are removed by a small purge stream. We show that such networks exhibit a dynamic behavior featuring three time scales. Employing a nested application of singular perturbation arguments, we propose a method for deriving non-linear, non-stiff, reduced order models for the dynamics in each time scale. Subsequently, we propose a hierarchical controller design framework that takes advantage of the identified time scale multiplicity. The developed concepts are exemplified through a case study on the dynamics and control of a reactor-single-stage separator network core, and illustrative numerical simulation results are provided.
AB - In this work, we consider a generic class of process networks that feature large material recycle streams and in which impurities are present, and are removed by a small purge stream. We show that such networks exhibit a dynamic behavior featuring three time scales. Employing a nested application of singular perturbation arguments, we propose a method for deriving non-linear, non-stiff, reduced order models for the dynamics in each time scale. Subsequently, we propose a hierarchical controller design framework that takes advantage of the identified time scale multiplicity. The developed concepts are exemplified through a case study on the dynamics and control of a reactor-single-stage separator network core, and illustrative numerical simulation results are provided.
KW - Model reduction
KW - Plant-wide control
KW - Singular perturbations
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U2 - 10.1016/j.compchemeng.2006.05.017
DO - 10.1016/j.compchemeng.2006.05.017
M3 - Article
AN - SCOPUS:33847127985
VL - 31
SP - 426
EP - 444
JO - Computers and Chemical Engineering
JF - Computers and Chemical Engineering
SN - 0098-1354
IS - 5-6
ER -