Tight energy integration: Dynamic impact and control advantages

Sujit S. Jogwar, Michael Baldea, Prodromos Daoutidis

Research output: Contribution to journalArticlepeer-review

25 Scopus citations


Process integration is a key enabler to increasing efficiency in the process and energy generation industries. Efficiency improvements are obtained, however, at the cost of an increasingly complex dynamic behavior. As a result, tightly integrated designs continue to be regarded with caution owing to the dynamics and control difficulties that they pose. The present work introduces a generic class of integrated networks where significant energy flows (either arising from energy recycling or of external origin) result in dynamic models with a multi-time-scale structure. Such networks feature a clear distinction between the fast dynamics of individual units and the slow dynamics of the entire network. We draw a connection between specific (steady-state) design features and structural properties that afford the development of a framework for the derivation of low-order, non-stiff, nonlinear models of the core network dynamics. Furthermore, we demonstrate that tight energy integration and the presence of significant energy flows can facilitate, rather than hinder, control structure design and performance, and propose a cadre for hierarchical control predicated on the use of fast, distributed control for the individual units and nonlinear supervisory control for the entire network. The developed concepts are illustrated with examples.

Original languageEnglish (US)
Pages (from-to)1457-1466
Number of pages10
JournalComputers and Chemical Engineering
Issue number9
StatePublished - Sep 2010

Bibliographical note

Funding Information:
Partial financial support for this work by the National Science Foundation, grant CBET-0756363, is gratefully acknowledged.


  • Energy integration
  • Hierarchical control
  • Multi-time scale dynamics


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