Stochastic Optimization Tools for Water-Heat Nexus Problems

Sumit Kr Bishnu, Jamileh Fouladi, Patrick Linke, Mahmoud El-Halwagi

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

This aim of this work is to provide a framework for application of Simulated Annealing (SA) Algorithm for solving Water - Heat Nexus problems for Industrial Cities. The combined water-heat network synthesis problem has been formulated into a Mixed Integer Non-Linear Programming (MINLP) and this work describes the various components of the framework needed to handle it. The SA algorithm converges asymptotically across several runs. Apart from the best solution, this tool stores multiple solutions with varying degree of performance. The application of this algorithm has been illustrated with a case study and the benefits of metaheuristics search techniques have been highlighted.

Original languageEnglish
Title of host publicationComputer Aided Chemical Engineering
PublisherElsevier B.V.
Pages1987-1992
Number of pages6
DOIs
Publication statusPublished - 1 Jan 2018

Publication series

NameComputer Aided Chemical Engineering
Volume44
ISSN (Print)1570-7946

Fingerprint

Heat problems
Simulated annealing
Water
Nonlinear programming
Nexus

Keywords

  • Meta- Heuristics
  • MINLP
  • Simulated Annealing
  • Water - Energy Networks

ASJC Scopus subject areas

  • Chemical Engineering(all)
  • Computer Science Applications

Cite this

Bishnu, S. K., Fouladi, J., Linke, P., & El-Halwagi, M. (2018). Stochastic Optimization Tools for Water-Heat Nexus Problems. In Computer Aided Chemical Engineering (pp. 1987-1992). (Computer Aided Chemical Engineering; Vol. 44). Elsevier B.V.. https://doi.org/10.1016/B978-0-444-64241-7.50326-8

Stochastic Optimization Tools for Water-Heat Nexus Problems. / Bishnu, Sumit Kr; Fouladi, Jamileh; Linke, Patrick; El-Halwagi, Mahmoud.

Computer Aided Chemical Engineering. Elsevier B.V., 2018. p. 1987-1992 (Computer Aided Chemical Engineering; Vol. 44).

Research output: Chapter in Book/Report/Conference proceedingChapter

Bishnu, SK, Fouladi, J, Linke, P & El-Halwagi, M 2018, Stochastic Optimization Tools for Water-Heat Nexus Problems. in Computer Aided Chemical Engineering. Computer Aided Chemical Engineering, vol. 44, Elsevier B.V., pp. 1987-1992. https://doi.org/10.1016/B978-0-444-64241-7.50326-8
Bishnu SK, Fouladi J, Linke P, El-Halwagi M. Stochastic Optimization Tools for Water-Heat Nexus Problems. In Computer Aided Chemical Engineering. Elsevier B.V. 2018. p. 1987-1992. (Computer Aided Chemical Engineering). https://doi.org/10.1016/B978-0-444-64241-7.50326-8
Bishnu, Sumit Kr ; Fouladi, Jamileh ; Linke, Patrick ; El-Halwagi, Mahmoud. / Stochastic Optimization Tools for Water-Heat Nexus Problems. Computer Aided Chemical Engineering. Elsevier B.V., 2018. pp. 1987-1992 (Computer Aided Chemical Engineering).
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