Abstract
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.
Original language | English (US) |
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Pages (from-to) | 426-444 |
Number of pages | 19 |
Journal | Computers and Chemical Engineering |
Volume | 31 |
Issue number | 5-6 |
DOIs | |
State | Published - May 2007 |
Bibliographical note
Funding Information:Financial support for this work by the National Science Foundation, grant CTS-0234440, is gratefully acknowledged.
Keywords
- Model reduction
- Plant-wide control
- Singular perturbations