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水力发电学报 ›› 2026, Vol. 45 ›› Issue (6): 100-111.doi: 10.11660/slfdxb.20260609

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鄂尔多斯市中心城区内涝过程高性能计算研究

  

  • 出版日期:2026-06-25 发布日期:2026-06-25

Study on high performance computing of waterlogging process in central urban area of Ordos

  • Online:2026-06-25 Published:2026-06-25

摘要: 鄂尔多斯市近年来内涝灾害频发,尚未有研究对鄂尔多斯城区内涝过程进行精细化模拟,且在大计算量下传统水动力模型难以满足实时预报的需求。针对上述问题,本文旨在构建兼顾模拟精度与计算效率的城市内涝数值模拟方法,为城市防洪减灾提供高效可靠的技术支撑。以鄂尔多斯市康巴什区中心城区为研究区域,通过多源数据融合构建了米级地表高程计算网格,建立了城市内涝高性能水动力模型,模拟分析了在多种不同重现期设计暴雨下的内涝过程,并在国家超算平台测试了模型的并行性能。研究表明模型能较为准确地模拟暴雨内涝过程,识别出易涝点,反演地表径流过程,在千核计算时相较串行计算速度提升千倍以上,能在数分钟内快速模拟数小时的暴雨内涝过程。研究成果可为城市暴雨内涝实时预警及应急调度提供技术支撑,为大尺度高精度城市水动力模型的并行计算实现提供参考。

关键词: 内涝模拟, 水动力模型, 高性能计算, 并行性能, 鄂尔多斯

Abstract: Waterlogging disasters have occurred frequently in Ordos in recent years, but few previous studies conducted a high-resolution simulation of the waterlogging process in its urban area. Usually, traditional hydrodynamic models struggle to meet such real-time forecasting needs due to large computational demands. This study develops a numerical simulation approach for urban waterlogging that balances simulation accuracy and computational efficiency, aimed at a practical tool efficient and reliable for urban flood prevention and disaster mitigation. We construct a high-performance hydrodynamic model of urban waterlogging in the study area-the central urban area of Kangbashi District, Ordos City-and generate a meter level elevation mesh through multi-source data fusion; Then we simulate and examine its waterlogging process under the design rainstorms of different return periods. The parallel computing performance of this model is tested on the national supercomputing platform. Results show that it achieves waterlogging simulations with a satisfactory accuracy, identifies the waterlogging prone points, and reconstructs the surface runoff process. Its thousand-CPU core calculations are a thousand times faster than serial calculation, so that simulating a waterlogging process of several hours long takes just a few minutes of wall clock time. The findings would help implement the real-time warning and emergency management of urban waterlogging and promote parallel computing of large CPU-cost hydrodynamic models.

Key words: waterlogging simulation, hydrodynamic model, high-performance computing, parallel performance, Ordos

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