Por favor, use este identificador para citar o enlazar a este item:
http://hdl.handle.net/10261/54994
COMPARTIR / EXPORTAR:
SHARE CORE BASE | |
Visualizar otros formatos: MARC | Dublin Core | RDF | ORE | MODS | METS | DIDL | DATACITE | |
Título: | An extended ant colony optimization algorithm for integrated process and control system design |
Autor: | Schlüter, Martin; Egea, José A. CSIC ORCID CVN; Antelo, L. T. CSIC ORCID; Alonso, Antonio A. CSIC ORCID; Banga, Julio R. CSIC ORCID | Fecha de publicación: | 2009 | Editor: | American Chemical Society | Citación: | Industrial and Engineering Chemistry Research 48(14): 6723-6738 (2009) | Resumen: | The problem of integrated process and control system design is discussed in this paper. We formulate it as a mixed integer nonlinear programming problem subject to differential-algebraic constraints. This class of problems is frequently nonconvex and, therefore, local optimization techniques usually fail to locate the global solution. Here we propose a global optimization algorithm, based on an extension of the ant colony optimization metaheuristic, in order to solve this challenging class of problems in an efficient and robust way. The ideas of the methodology are explained and, on the basis of different full-plant case studies, the performance of the approach is evaluated. The first set of benchmark problems deal with the integrated design and control of two different wastewater treatment plants, consisting on both NLP and MINLP formulations. The last case study is the well-known Tennessee Eastman process. Numerical experiments with our new method indicate that we can achieve an improved performance in all cases. Additionally, our method outperforms several other recent competitive solvers for the challenging case studies considered | Descripción: | 16 páginas, 13 tablas, 11 figuras | Versión del editor: | http://dx.doi.org/10.1021/ie8016785 | URI: | http://hdl.handle.net/10261/54994 | DOI: | 10.1021/ie8016785 | ISSN: | 0888-5885 |
Aparece en las colecciones: | (IIM) Artículos |
Mostrar el registro completo
CORE Recommender
SCOPUSTM
Citations
43
checked on 27-mar-2024
WEB OF SCIENCETM
Citations
34
checked on 24-feb-2024
Page view(s)
335
checked on 29-mar-2024
Google ScholarTM
Check
Altmetric
Altmetric
NOTA: Los ítems de Digital.CSIC están protegidos por copyright, con todos los derechos reservados, a menos que se indique lo contrario.