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  4. Pareto‐Optimal Treatment of Uncertainties in Model‐Based Process Design and Operation
 
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July 9, 2025
Journal Article
Title

Pareto‐Optimal Treatment of Uncertainties in Model‐Based Process Design and Operation

Abstract
Model‐based process design and operation involves here‐and‐now and wait‐and‐see decisions. Here‐and‐now decisions include design variables like the size of heat exchangers or the height of distillation columns, whereas wait‐and‐see decisions are directed towards operational variables like reflux and split ratios. In this contribution, we describe how to deal with these different types of decisions in a multicriteria framework, offering an adjustability for the wait‐and‐see variables while at the same time respecting optimality guarantees on process key performance indicators (KPIs).
Author(s)
Schwientek, Jan  
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Teichert, Katrin
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Schröder, Jan
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Höller, Johannes  
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Asprion, Norbert
Schäfer, Pascal
Wlotzka, Martin
Bortz, Michael  
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Journal
Chemie- Ingenieur- Technik  
Open Access
File(s)
Download (960.88 KB)
Rights
CC BY 4.0: Creative Commons Attribution
DOI
10.1002/cite.70012
10.24406/publica-6126
Additional link
Full text
Language
English
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Keyword(s)
  • Model-based process design

  • Multiobjective optimization

  • Uncertainty analysis

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