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基于动态剪枝穷举法的LID设施优化研究OA

Research on LID Facility Optimization Based on Dynamic Pruning Exhaustive Method

中文摘要英文摘要

低影响开发(LID)设施作为一种可持续雨洪管理手段,在缓解内涝、削减径流峰值和改善水质方面具有显著作用,但科学优化LID设施的布局和规模,既实现径流削减,又确保经济可行,仍面临挑战.本研究以江苏省连云港市海州区为研究区,结合城市功能区特征,提出了一种基于双向动态剪枝的全局穷举法,依据差异化的径流控制率,确保LID设施类型和规模的精准匹配.通过耦合SWMM水文模型与LISFLOOD-FP水动力模型,构建了地表径流和地表淹没跨尺度耦合模型.研究结果表明:在 2a重现期降雨下,径流控制率从 31.9%提高至 64.1%,径流峰值降低 63.5%,积水总量减少 89%,淹没面积减少 73.6%,深度淹没区(淹没深度大于 0.5 m)基本消除;基于异质性约束的双向动态剪枝穷举法能够兼顾空间适配性与全局经济性,动态剪枝策略通过剔除无效LID组合,计算量减少了 58.7%,验证了该算法在低维非线性优化问题求解中的实用性.

Low Impact Development(LID)facilities,as a sustainable stormwater management measure,demonstrate significant effectiveness in mitigating urban inundation,reducing peak runoff,and improving water quality.However,scientifically optimizing the layout and scale of LID facilities to achieve both runoff reduction and economic feasibility remains a challenging task.This study focused on the Haizhou District of Lianyungang City,Jiangsu Province.Integrating the characteristics of urban functional zones,it proposed a bidirectional dynamic pruning-based global exhaustive search method,which employs differentiated runoff control rates to ensure the precise matching of LID facility types and scales.A cross-scale coupling model for surface runoff and surface inundation was established by integrating the SWMM hydrological model with the LISFLOOD-FP hydrodynamic model.The results indicated that under a 2-year return period,the runoff control rate increased from 31.9%to 64.1%,the peak runoff decreased by 63.5%,the total inundation volume was reduced by 89%,the inundated area was re-duced by 73.6%,and deep inundation zones(with depths greater than 0.5 m)were virtually eliminated.The bidirectional dynamic pruning exhaustive method under heterogeneous constraints effectively balanced spatial adaptability and global economic feasibility.The dynamic prun-ing strategy,by eliminating ineffective LID combinations,reduced the computational load by 58.7%,demonstrating the practicality of this al-gorithm for low-dimensional nonlinear optimization problems.

LIU Ankang;XU Qing;ZHU Wenjin;ZHANG Yang;XIE Baozhu;TANG Xinyue;KUANG Lijie

School of Civil and Ocean Engineering,Jiangsu Ocean University,Lianyungang 222005,ChinaSchool of Civil and Ocean Engineering,Jiangsu Ocean University,Lianyungang 222005,ChinaSchool of Civil and Ocean Engineering,Jiangsu Ocean University,Lianyungang 222005,ChinaSchool of Civil and Ocean Engineering,Jiangsu Ocean University,Lianyungang 222005,ChinaSchool of Art and Design,Jiangsu Ocean University,Lianyungang 222005,ChinaSchool of Civil and Ocean Engineering,Jiangsu Ocean University,Lianyungang 222005,ChinaSchool of Civil and Ocean Engineering,Jiangsu Ocean University,Lianyungang 222005,China

建筑与水利

低影响开发径流控制SWMM模型LISFLOOD-FP模型海绵城市穷举法

low lmpact developmentrunoff controlSWMM modelLISFLOOD-FP modelsponge cityexhaustive method

《人民黄河》 2026 (1)

103-108,6

江苏海洋大学博士科研启动经费资助项目(KQ23036)江苏省自然科学基金资助项目(BK20230692)

10.3969/j.issn.1000-1379.2026.01.016

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