Logic hybrid simulation-optimization algorithm for distillation design
In this paper, we propose a novel algorithm for the rigorous design of distillation columns that integrates a process simulator in a generalized disjunctive programming formulation. The optimal distillation column, or column sequence, is obtained by selecting, for each column section, among a set of...
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| Veröffentlicht in: | Computers & chemical engineering Jg. 72; S. 284 - 299 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Elsevier Ltd
02.01.2015
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| ISSN: | 0098-1354, 1873-4375 |
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| Abstract | In this paper, we propose a novel algorithm for the rigorous design of distillation columns that integrates a process simulator in a generalized disjunctive programming formulation. The optimal distillation column, or column sequence, is obtained by selecting, for each column section, among a set of column sections with different number of theoretical trays. The selection of thermodynamic models, properties estimation, etc. is all in the simulation environment. All the numerical issues related to the convergence of distillation columns (or column sections) are also maintained in the simulation environment. The model is formulated as a Generalized Disjunctive Programming (GDP) problem and solved using the logic based outer approximation algorithm without MINLP reformulation. Some examples involving from a single column to thermally coupled sequence or extractive distillation shows the performance of the new algorithm. |
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| AbstractList | In this paper, we propose a novel algorithm for the rigorous design of distillation columns that integrates a process simulator in a generalized disjunctive programming formulation. The optimal distillation column, or column sequence, is obtained by selecting, for each column section, among a set of column sections with different number of theoretical trays. The selection of thermodynamic models, properties estimation, etc. is all in the simulation environment. All the numerical issues related to the convergence of distillation columns (or column sections) are also maintained in the simulation environment. The model is formulated as a Generalized Disjunctive Programming (GDP) problem and solved using the logic based outer approximation algorithm without MINLP reformulation. Some examples involving from a single column to thermally coupled sequence or extractive distillation shows the performance of the new algorithm. |
| Author | Caballero, J.A. |
| Author_xml | – sequence: 1 givenname: J.A. surname: Caballero fullname: Caballero, J.A. email: caballer@ua.es organization: Department of Chemical Engineering, University of Alicante, Apartado de Correos 99, 03080 Alicante, Spain |
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| Snippet | In this paper, we propose a novel algorithm for the rigorous design of distillation columns that integrates a process simulator in a generalized disjunctive... |
| SourceID | proquest crossref elsevier |
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| StartPage | 284 |
| SubjectTerms | Algorithms Approximation Columns (process) Computer simulation Distillation Generalized disjunctive programming Logic Mathematical models Optimization Programming Simulation |
| Title | Logic hybrid simulation-optimization algorithm for distillation design |
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