Abstrakti
In this work, we study the performance of the mixed-integer nonlinear programming solver extended cutting plane (ECP) for solving simulation-based optimization problems. This solver, unlike other commercial derivative-based solvers such as the ones based on the branch and bound or outer approximation algorithms, does not require solving a nonlinear programming problem in each major iteration. This is an important feature of the ECP solver, since solving simulation-based nonlinear programming problems is a complex task due to the absence of accurate derivatives. The approach has been applied in the economic optimization of a rigorous tray-by-tray distillation column.
Alkuperäiskieli | Ei tiedossa |
---|---|
Otsikko | 28th European Symposium on Computer Aided Process Engineering |
Toimittajat | Anton Friedl, Jiří J. Klemeš, Stefan Radl, Petar S. Varbanov, Thomas Wallek |
Kustantaja | Elsevier |
Sivut | 463–469 |
Sivumäärä | 7 |
ISBN (painettu) | 978-0-444-64235-6 |
DOI - pysyväislinkit | |
Tila | Julkaistu - 2018 |
OKM-julkaisutyyppi | A4 Artikkeli konferenssijulkaisuussa |
Tapahtuma | European Symposium on Computer Aided Process Engineering - 28th European Symposium on Computer Aided Process Engineering (ESCAPE 28) Kesto: 10 kesäk. 2018 → 13 kesäk. 2018 |
Konferenssi
Konferenssi | European Symposium on Computer Aided Process Engineering |
---|---|
Ajanjakso | 10/06/18 → 13/06/18 |
Keywords
- Aspen Hysys
- MINLP
- Simulation-based optimization
- extended cutting plane