基于流体动力学模型和遗传算法辅助决策的低影响开发设施优化设计方法

IF 1.5 4区 环境科学与生态学 Q4 WATER RESOURCES Water Policy Pub Date : 2023-03-08 DOI:10.2166/wp.2023.158
Wenqing Zhang, J. Hou, T. Shen, Yehui Zhang, Donglai Li, Jian Wang, Jianqi Zhang
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引用次数: 0

摘要

低影响开发(LID)设施的建设已成为控制城市内涝的有效手段,但仍缺乏科学的方法来实现其准确合理的规划和设计。在这项工作中,使用高精度的流体动力学模型来评估每个LID设施方案的建设效果。并利用拟合函数关系描述了LID设施建设面积与建设效果之间的规律。最后,利用遗传算法自动优化最佳激光雷达设施建设方案。将该方法应用于实际的城市LID设施规划和建设,最优解的规律是单个和组合的LID设施的建设效果随着建设成本的增加而增加。在同样的低成本建设方案中,组合式LID设施的建设效果会低于单体LID设施,但随着建设成本的不断增加,组合式LID设施的建造效果最终会优于单体LID设施。根据该方法,决策者可以得到满足实际工程需求的最优LID设施建设方案
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An optimal design method for low-impact development (LID) facilities based on the hydrodynamic model and genetic algorithm-assisted decision-making
The construction of low-impact development (LID) facilities has become an effective means to control urban waterlogging, but there is still a lack of scientific methods to achieve its accurate and reasonable planning and design. In this work, a high-precision hydrodynamic model was used to evaluate the construction effect of each LID facility scheme. And the fitted functional relationship was used to describe the law between the LID facility construction area and the construction effect. Finally, a genetic algorithm was used to automatically optimize the best LID facility construction scheme. Applying this method to the actual urban LID facility planning and construction, the optimal solution law is that the construction effect of single and combined LID facilities increases with the increase of construction cost. In the same low-cost construction scheme, the construction effect of combined LID facilities will be lower than that of single LID facilities, but with the continuous increase of construction cost, the construction effect of combined LID facilities will eventually be better than that of single LID facilities. According to this method, the decision-maker can get the optimal LID facility construction scheme to meet the actual engineering needs
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来源期刊
Water Policy
Water Policy 环境科学-水资源
CiteScore
3.10
自引率
12.50%
发文量
81
审稿时长
6-12 weeks
期刊介绍: Water Policy will publish reviews, research papers and progress reports in, among others, the following areas: financial, diplomatic, organizational, legal, administrative and research; organized by country, region or river basin. Water Policy also publishes reviews of books and grey literature.
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