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dc.contributor.authorFu, Guangtao
dc.contributor.authorButler, David
dc.contributor.authorKhu, Soon-Thiam
dc.date.accessioned2013-05-21T09:44:37Z
dc.date.issued2007-08-22
dc.description.abstractIntegrated modelling of the urban wastewater system has received increasing attention in recent years and it has been clearly demonstrated, at least at a theoretical level, that system performance can be enhanced through optimized, integrated control. However, most research to date has focused on simple, single objective control. This paper proposes consideration of multiple objectives to more readily tackle complex real world situations. The water quality indicators of the receiving water are considered as control objectives directly, rather than by reference to surrogate criteria in the sewer system or treatment plant. A powerful multi-objective optimization genetic algorithm, NSGA II, is used to derive the Pareto optimal solutions, which can illustrate the whole trade-off relationships between objectives. A case study is used to demonstrate the benefits of multiple objective control and a significant improvement in each of the objectives can be observed in comparison with a conventional base case scenario. The simulation results also show the effectiveness of NSGA 11 for the integrated urban wastewater system despite its complexity.en_GB
dc.identifier.citationVol. 23 (2), pp. 225 - 234en_GB
dc.identifier.doi10.1016/j.envsoft.2007.06.003
dc.identifier.urihttp://hdl.handle.net/10871/9543
dc.language.isoenen_GB
dc.publisherElsevieren_GB
dc.subjectintegrated modellingen_GB
dc.subjectmultiple objective optimizationen_GB
dc.subjectNSGA IIen_GB
dc.subjectoptimal controlen_GB
dc.subjecturban wastewater systemen_GB
dc.subjectreal time controlen_GB
dc.subjectalgorithmsen_GB
dc.subjectmodelsen_GB
dc.titleMultiple objective optimal control of integrated urban wastewater systemsen_GB
dc.typeArticleen_GB
dc.date.available2013-05-21T09:44:37Z
dc.identifier.issn1364-8152
dc.descriptionCopyright © 2008 Elsevier. NOTICE: this is the author’s version of a work that was accepted for publication in Environmental Modelling and Software. Changes resulting from the publishing process, such as peer review, editing, corrections, structural formatting, and other quality control mechanisms may not be reflected in this document. Changes may have been made to this work since it was submitted for publication. A definitive version was subsequently published in Environmental Modelling and Software, Vol. 23 Issue 2 (2008). DOI: 10.1016/j.envsoft.2007.06.003en_GB
dc.identifier.journalEnvironmental Modelling and Softwareen_GB


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