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[Simulation of nitrate pollution in groundwater using pump-and treat optimization method]
Huan Jing Ke Xue= Huanjing Kexue
|September 24, 2014
Summary
Genetic algorithms (GA) and simulated annealing (SA) optimized groundwater remediation. Simulated annealing achieved higher nitrate removal rates and lower costs for pump-and-treat systems.
Area of Science:
- Environmental Science
- Hydrogeology
- Computational Science
Background:
- Landfill sites pose risks of groundwater contamination, particularly from nitrates.
- Effective remediation strategies are crucial for mitigating environmental and health impacts.
Purpose of the Study:
- To optimize the pump-and-treat technology for groundwater nitrate remediation using computational algorithms.
- To determine the most cost-effective well placement, number, and pumping rates for nitrate plume management.
Main Methods:
- Application of genetic algorithms (GA) and simulated annealing (SA) for optimizing pumping well configurations.
- Modeling nitrate concentration reduction to 10 mg/L within 100 days.
Main Results:
- Both GA and SA achieved target nitrate reduction, with SA yielding a higher total mass removal rate (84.92%) compared to GA (76.89%).
- SA demonstrated a 6.8% lower system management cost than GA, indicating greater cost-efficiency.
- Optimal well placement identified along the central axis (midstream or downstream) of the nitrate plume, with higher pumping rates in the midstream.
Conclusions:
- Simulated annealing is a more efficient algorithm for optimizing groundwater remediation systems due to lower costs and higher removal rates.
- Strategic well placement and adjusted pumping rates are critical for effective nitrate plume management.
- Computational optimization significantly enhances the performance and cost-effectiveness of pump-and-treat technologies.

