Feasibility/Flexibility-based optimization for process design and operations

Huayu Tian, Jnana Sai Jagana, Qi Zhang, Marianthi Ierapetritou

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

This paper provides an overview of concepts and computational approaches for the evaluation of feasibility/flexibility and how they can be used for process design and process operations optimization. It emphasizes more recent topics in this area, in particular feasible region evaluation, feasibility-based optimization, and optimization with flexibility requirements. The description of process feasibility and the feasibility-based optimization problem are presented as a way to efficiently incorporate multiple constraints and avoid unnecessary exploration of the infeasible space in the black-box optimization context. The relationship between flexibility analysis and robust optimization is also highlighted, and opportunities in exploring synergies therein are outlined. Applications in pharmaceutical design and process scheduling are used to provide context in the utilization of the presented approaches.

Original languageEnglish (US)
Article number108461
JournalComputers and Chemical Engineering
Volume180
DOIs
StatePublished - Jan 2024
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2023

Keywords

  • Feasibility
  • Feasibility-based optimization
  • Flexibility
  • Robust optimization

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