Community-based synthesis of distributed control architectures for integrated process networks

Sujit Suresh Jogwar, Prodromos Daoutidis

Research output: Contribution to journalArticle

29 Scopus citations

Abstract

In this paper, we propose a graph-theoretic framework for designing architectures for distributed control. Specifically, the popular concept of community structure is used to decompose an integrated network into multiple sub-networks with minimum interactions. The state space of the network is represented as an equation graph (directed). Communities identified on this graph represent sub-controllers for the distributed control system. A quality measure ‘interactivity’ is defined to compare such decompositions. The proposed method has many advantages (e.g. possibility of non-square controllers, provision to ensure controllability and observability, scalability, etc.) over existing approaches. The effectiveness of the proposed framework is illustrated via several industrially relevant examples.

Original languageEnglish (US)
Pages (from-to)434-443
Number of pages10
JournalChemical Engineering Science
Volume172
DOIs
StatePublished - 2017

Keywords

  • Community structure
  • Distributed control
  • Graph theory
  • Integrated networks
  • Multivariable control

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