Multi-objective site selection optimization of the gas-gathering station using NSGA-II

The gas-gathering station (GGS) is a key component in the gas field, and its site selection is an important issue for designers. Since the diffusion of gas from the station may pollute the surrounding environment, it is a trend to consider the environmental and economic factors in the site selection...

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Veröffentlicht in:Process safety and environmental protection 2018-10, Vol.119, p.350-359
Hauptverfasser: Wang, Bohong, Liang, Yongtu, Zheng, Taicheng, Yuan, Meng, Zhang, Haoran
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Sprache:eng
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Zusammenfassung:The gas-gathering station (GGS) is a key component in the gas field, and its site selection is an important issue for designers. Since the diffusion of gas from the station may pollute the surrounding environment, it is a trend to consider the environmental and economic factors in the site selection of GGSs. In this study, a model is developed with the objective functions of minimal construction costs and environmental impact. We apply NSGA-II to search for the Pareto frontier and couple A* algorithm to find the optimal routes, and we use the Monte Carlo method to sample the uncertain wind data and evaluate the environmental impact. The effectiveness of the proposed method is demonstrated in a design problem in a gas field. The optimal construction site for the GGS is solved by the proposed method. The results show that this work can serve as a decision-support tool for the design of GGS.
ISSN:0957-5820
1744-3598
DOI:10.1016/j.psep.2018.08.017