[1]李俊德,范功端,邹建勇.基于差分进化算法的雨水调蓄设施优化调度研究[J].中国给水排水,2021,37(21):119-124.
　LI Jun-de,FAN Gong-duan,ZOU Jian-yong.Optimal Scheduling of Rainwater Storage Facilities Based on Differential Evolution Algorithm[J].China Water & Wastewater,2021,37(21):119-124.
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基于差分进化算法的雨水调蓄设施优化调度研究

中国给水排水[ISSN:1000-4062/CN:12-1073/TU] 卷: 第37卷 期数: 2021年第21期 页码: 119-124 栏目: 出版日期: 2021-11-01
Title:
Optimal Scheduling of Rainwater Storage Facilities Based on Differential Evolution Algorithm
作者:
李俊德1，范功端1,邹建勇2
(1.福州大学土木工程学院，福建福州350108;2.安徽省城建设计研究总院股份有限公司，安徽合肥230051)
Author(s):
LI Jun-de1,FAN Gong-duan1,ZOU Jian-yong2
(1. College of Civil Engineering, Fuzhou University, Fuzhou 350108, China; 2. Anhui Urban Construction Design and Research Institute Co. Ltd., Hefei 230051, China)
关键词:
雨水调蓄设施; 实时调度优化; 差分进化算法; 暴雨洪水管理模型; Python
Keywords:
rainwater storage facility; real-time scheduling optimization; differential evolution algorithm; storm water management model; Python
摘要:
针对目前雨水调蓄利用设施削减径流峰值效果不佳、调度决策滞后等问题，结合不同的实际调度需求，提出了一种调度决策方案，即在区域暴雨洪水管理模型（SWMM）分析的基础上，利用临近降雨预报数据构建临近降雨预测序列，应用差分进化算法驱动SWMM模型进行决策值寻优，以获取最优目标值下的决策方案。利用Python完成相应决策系统的构建后，通过分析决策方案的特点，深入探究方案在实际应用中的优势与局限。模拟结果表明，该方案能够有效降低区域出口的径流峰值流量，减轻区域内涝压力。
Abstract:
At present, the rainwater storage and utilization facilities have the problems such as poor performance to reduce the runoff peak and the lag of scheduling decision. A scheduling decision method was thus proposed according to different actual scheduling requirements. Based on the analysis of regional storm water management model (SWMM), the data of the precipitation nowcasting was used to establish the forecast sequence of the near rainfall, and the differential evolution algorithm was applied to drive the SWMM to search for the optimal decision value to obtain the optimal decision scheme. After using Python to complete the establishment of the corresponding decision system, the advantages and limitations of the scheme in practical application were deeply explored by analyzing the characteristics of the decisionmaking scheme. According to the simulation results, the proposed scheme effectively reduced the peak runoff at the regional outlet and reduced the regional waterlogging pressure.

相似文献/References:

[1]李俊德,范功端.融合进水调度控制的雨水调蓄设施多目标优化设计[J].中国给水排水,2022,38(9):111.
　LIJun-de,FANGong-duan.Multi-objective Optimization Design of Rainwater Storage Facilities Integrating Inflow Regulation[J].China Water & Wastewater,2022,38(21):111.
[2]程俊,何帅,杨涛.削峰型调蓄设施有效容积计算方法研究[J].中国给水排水,2023,39(2):63.
　CHENG Jun,HE Shuai,YANGTao.Research on a Calculation Method of Effective Volume of Peak Flow Regulation and Storage Facilities[J].China Water & Wastewater,2023,39(21):63.

更新日期/Last Update: 2021-11-01