A simulation-optimization integrated framework for subsurface air barrier strategies to mitigate seawater intrusion in a 3D coastal aquifer
•The simulation–optimization framework for searching the optimal air barrier scheme was developed in a 3D coastal aquifer.•The integrated framework combines the liquid–gas two-phase flow and saltwater transport model into the micro-population genetic algorithm.•The generated continuous air barrier b...
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Veröffentlicht in: | Journal of hydrology (Amsterdam) 2023-11, Vol.626, p.130307, Article 130307 |
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Sprache: | eng |
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Zusammenfassung: | •The simulation–optimization framework for searching the optimal air barrier scheme was developed in a 3D coastal aquifer.•The integrated framework combines the liquid–gas two-phase flow and saltwater transport model into the micro-population genetic algorithm.•The generated continuous air barrier between adjacent air-boreholes and the air injection rate become gradually stable with air injection.
Subsurface air barrier, owing to readily accessible and sufficiently clean of injected air, is a more attractive alternative for mitigating seawater intrusion (SWI) in arid and semi-arid coastal regions, compared to hydraulic barrier. Nevertheless, it remains an enormous challenge to recognize the appropriate layout scheme of air barrier system in a 3D coastal aquifer, including the spatial structure of air-injection zone and the adopted injection pressure, simultaneously considering the environmental and economic performances. This study established a simulation–optimization (S-O) integrated framework for determining the optimal air barrier scheme with minimizing total cost while effectively controlling the extent of SWI. Within the proposed S-O framework, the liquid–gas two-phase flow and solute transport (LGST) numerical model was linked with the micro-population genetic algorithm (mGA). Layout parameters of air barriers, salinity at constraint points and air injection rates were continuously exchanged between the LGST model and mGA at each optimization step. A hypothetical 3D confined aquifer was then employed to evaluate the stability of this S-O framework. The total cost of air barriers increasingly declines to a stable minimum value with the evolutionary processes. With the optimal scheme, there forms a complete and continuous air barrier system between adjacent air-boreholes, giving rise to the intrusive seawater decreasing by 69.7 % and the 0.5 isochlor retreating by 43.4 % at 365.0 day. Furthermore, the 3D aquifer system gradually reaches a quasi-steady state with time and the air injection rate cannot indefinitely increase in response to air injection. The proposed S-O framework can therefore provide a decision support system for designing subsurface air barrier with the least cost on the promise of controlling SWI in 3D coastal aquifers. |
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ISSN: | 0022-1694 |
DOI: | 10.1016/j.jhydrol.2023.130307 |