Kazemzadeh-Parsi, Mohammad Javad; Daneshmand, Farhang; Ahmadfard, Mohammad Amin; Adamowski, Jan et Martel, Richard (2015). Optimal groundwater remediation design of pump and treat systems via a simulation–optimization approach and firefly algorithm. Engineering Optimization , vol. 47 , nº 1. pp. 1-17. DOI: 10.1080/0305215X.2013.858138.
Ce document n'est pas hébergé sur EspaceINRS.Résumé
In the present study, an optimization approach based on the firefly algorithm (FA) is combined with a finite element simulation method (FEM) to determine the optimum design of pump and treat remediation systems. Three multi-objective functions in which pumping rate and clean-up time are design variables are considered and the proposed FA-FEM model is used to minimize operating costs, total pumping volumes and total pumping rates in three scenarios while meeting water quality requirements. The groundwater lift and contaminant concentration are also minimized through the optimization process. The obtained results show the applicability of the FA in conjunction with the FEM for the optimal design of groundwater remediation systems. The performance of the FA is also compared with the genetic algorithm (GA) and the FA is found to have a better convergence rate than the GA.
| Type de document: | Article |
|---|---|
| Mots-clés libres: | groundwater; multi-objective optimization; firefly algorithm; finite element method; remediation design |
| Centre: | Centre Eau Terre Environnement |
| Date de dépôt: | 02 mai 2018 19:05 |
| Dernière modification: | 02 mai 2018 19:05 |
| URI: | https://espace.inrs.ca/id/eprint/4369 |
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