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张卉

硕士生导师
教师姓名:张卉
教师拼音名称:zhanghui
所在单位:环境与市政工程学院
性别:女
联系方式:邮箱 : aoyun9@126.com
职称:副教授
在职信息:在职
学科:环境工程    
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论文成果
State simulation of water distribution networks based on DFP algorithm
发布时间:2024-08-09    点击次数:

所属单位:环境与市政工程学院

发表刊物:Journal of Central South University of Technology

关键字:中文关键字:供水管网;状态模拟;状态估计;DFP法,英文关键字:water distribution network; state simulation; stat

摘要:The improved weighted-least-square model was used for state simulation of water distribution networks. And DFP algorithm was applied to get the model solution. In order to fit DFP algorithm, the initial model was transformed into a non-constraint optimization problem using mass conservation. Then, through one dimensional optimization and scale matrix establishment, the feasible direction of iteration is obtained, and the values of state variables can be calculated. After several iterations, the optimal estimates of state variables were worked out and state simulation of water distribution networks is achieved as a result. A program of DFP algorithm is developed with Delphi 7 for verification. By running on a designed network, which is composed of 55 nodes, 94 pipes and 40 loops, it is proved that DFP algorithm can quickly get the convergence. After thirty-six iterations, the root mean square of all nodal head errors is reduced by 90.84% from 5.57 m to 0.51 m, and the maximum error is only 1.30 m. Compared to Marquardt algorithm, the procedure of DFP algorithm is more stable, and the initial values have less influences on calculation accuracy. Therefore, DFP algorithm can be used for real-time simulation of water distribution networks.

备注:张卉

合写作者:何文杰

第一作者:黄廷林,张卉

论文类型:期刊论文

卷号:卷:16

期号:期:S1

页面范围:页:51-56

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发表时间:2009-12-01