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A meta-multiparametric framework: Application to the operation of bio-based energy supply chains
dc.contributor.author | Medina González, Sergio Armando |
dc.contributor.author | Shokry Abdelaleem Taha Zied, Ahmed |
dc.contributor.author | Silvente Saiz, Javier |
dc.contributor.author | Espuña Camarasa, Antonio |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Química |
dc.date.accessioned | 2015-11-09T11:35:20Z |
dc.date.issued | 2015 |
dc.identifier.citation | Medina , S., Shokry, A., Silvente, J., Espuña, A. A meta-multiparametric framework: Application to the operation of bio-based energy supply chains. "Computer aided chemical engineering", 2015, vol. 37, p. 1955-1960. |
dc.identifier.issn | 1570-7946 |
dc.identifier.uri | http://hdl.handle.net/2117/78934 |
dc.description.abstract | This paper proposes a framework for the analysis of complex optimization problems under uncertainty. The usual multiparametric programing approach is skipped through the use of metamodels to mimic a set of already solved scenarios. Such framework has been applied to the operation of a bio-based energy supply chain, taking into account economic, environmental and social aspects: these objectives might be summarized in a single-objective formulation according to arbitrary economic criteria so, in order to assess the importance of the weighting factors used in the final decisions at different demand levels, a Kriging based metamodeling technique has been used to simplify the optimization procedures, leading to dramatic reductions in both the complexity of the methodology application and the required computational effort. |
dc.format.extent | 6 p. |
dc.language.iso | eng |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria química |
dc.subject.other | metamodeling |
dc.subject.other | kriging |
dc.subject.other | uncertainty |
dc.subject.other | multiparametric programming |
dc.title | A meta-multiparametric framework: Application to the operation of bio-based energy supply chains |
dc.type | Article |
dc.subject.lemac | Energia -- Estalvi -- Models matemàtics |
dc.contributor.group | Universitat Politècnica de Catalunya. CEPIMA - Center for Process and Environment Engineering |
dc.identifier.doi | 10.1016/B978-0-444-63576-1.50020-0 |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 16620430 |
dc.description.version | Postprint (author's final draft) |
dc.date.lift | 10000-01-01 |
local.citation.author | Medina, S.; Shokry, A.; Silvente, J.; Espuña, A. |
local.citation.publicationName | Computer aided chemical engineering |
local.citation.volume | 37 |
local.citation.startingPage | 1955 |
local.citation.endingPage | 1960 |
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