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A review on superstructure optimization approaches in process system engineering

Authors :
Qi Chen
Alexandre Pagot
Ignacio E. Grossmann
Luca Mencarelli
IFP Energies nouvelles (IFPEN)
Carnegie Mellon University [Pittsburgh] (CMU)
Source :
Computers & Chemical Engineering, Computers & Chemical Engineering, Elsevier, 2020, 136, pp.106808. ⟨10.1016/j.compchemeng.2020.106808⟩
Publication Year :
2020
Publisher :
HAL CCSD, 2020.

Abstract

International audience; In this paper, we survey the main superstructure-based approaches in process system engineering, with a particular emphasis on the existing literature for automated superstructure generation. We examine both classical and more recent representations in terms of generality, ease of use, and tractability. We also discuss the implications that different representations may have on strategies for algebraic modeling and optimization. We then review the state-of-the-art in software implementations to support synthesis. Finally, we examine the use of evolutionary—recently referred to as superstructure-free—approaches, in which algorithmic procedures dynamically generate and evaluate candidate process structures.

Details

Language :
English
ISSN :
00981354 and 18734375
Database :
OpenAIRE
Journal :
Computers & Chemical Engineering, Computers & Chemical Engineering, Elsevier, 2020, 136, pp.106808. ⟨10.1016/j.compchemeng.2020.106808⟩
Accession number :
edsair.doi.dedup.....a92b40179a2c0471460cf316c0416b07
Full Text :
https://doi.org/10.1016/j.compchemeng.2020.106808⟩