YUE Hong-yu,L Mou,LI Hong-wei,et al.Arrangement of Pressure Monitoring Points in Water Supply Network Based on Swarm Intelligence Optimization Algorithm[J].China Water & Wastewater,2020,36(21):66-70.
基于群体智能优化算法的供水管网压力监测点布置
- Title:
- Arrangement of Pressure Monitoring Points in Water Supply Network Based on Swarm Intelligence Optimization Algorithm
- Keywords:
- water supply network; pressure monitoring point; swarm intelligence optimization algorithm; combined optimization
- 摘要:
- 针对城市供水管网压力监测点的优化布置问题，以监测范围最大化为目标，结合节点间的水压相关性和水压敏感度构建监测点优化布置模型，将实际问题转化为一个单目标组合优化问题。以东南沿海某城镇供水主干管网为例，利用2种群体智能优化算法——蝙蝠算法（BA）和粒子群算法（PSO）对模型进行求解。将两种算法的运行结果进行了多方面对比，发现BA因其全局寻优能力强，计算代时较短，在监测点优化布置问题中展现了更为出色的搜索精度和效率。
- Abstract:
- Aiming at the optimal arrangement of pressure monitoring points in urban water supply network, the optimal arrangement model of pressure monitoring points was established by taking the maximization of monitoring range as the target and combining water pressure correlation and water pressure sensitivity between nodes, and the practical problem was transformed into a single-objective combinatorial optimization problem. Two swarm intelligence optimization algorithms—bat algorithm and particle swarm algorithm were applied in a water supply network of a town in southeastern coast to solve the model. The operational results of the two algorithms were compared in many aspects. Bat algorithm, which had strong global search ability and short computation time, had shown excellent search accuracy and efficiency in the optimal location of monitoring points.
相似文献/References:
[1]程伟平,张邢,龙志宏,等.基于粒子源逆向追踪算法的管网污染源快速定位技术[J].中国给水排水,2020,36(19):50.
CHENG Wei-ping,ZHANG Xing,LONG Zhi-hong,et al.Rapid Pollution Source Location Technology in Water Distribution System Based on Particle Back-tracking Algorithm[J].China Water & Wastewater,2020,36(21):50.
[2]褚福敏,孙韶华,逯南南,等.供水管网中耐氯菌的分离鉴定及特性分析[J].中国给水排水,2020,36(21):42.
CHU Fu-min,SUN Shao-hua,LU Nan-nan,et al.Isolation, Identification and Characteristic Analysis of Chlorine-resistant Bacteria in Urban Water Supply Pipe Network[J].China Water & Wastewater,2020,36(21):42.
[3]吴潇勇,艾静,王圣,等.输配分离供水管网布局的构建与影响评估[J].中国给水排水,2020,36(21):53.
WU Xiao-yong,AI Jing,WANG Sheng,et al.Construction and Impact Assessment of Water Supply Network Layout with Separating Water Supply and Distribution Pipes[J].China Water & Wastewater,2020,36(21):53.
[4]苏炯恒,王琦,王礼炳,等.考虑成本–弹性–水质的供水管网多目标协同设计方法[J].中国给水排水,2020,36(21):58.
SU Jiong-heng,WANG Qi,WANG Li-bing,et al.A Multi-objective Coordinated Design Method for Water Distribution Networks Considering Cost, Resilience and Water Quality[J].China Water & Wastewater,2020,36(21):58.
[5]吉瑞博,王志红,龙志宏,等.基于风险评估的供水管网水质监测点优化模型研究[J].中国给水排水,2021,37(3):52.
JI Rui-bo,WANG Zhi-hong,LONG Zhi-hong,et al.Water Quality Monitoring Points Optimization Model for Water Supply Network Based on Risk Assessment[J].China Water & Wastewater,2021,37(21):52.
[6]杨佳莉,杜坤,陈洋,等.基于冗余选择策略差分进化的供水管网多目标优化[J].中国给水排水,2021,37(9):40.
YANG Jia-li,DU Kun,CHEN Yang,et al.Multi-objective Optimization of Water Distribution System Based on Differential Evolution of Redundant Selection Strategy[J].China Water & Wastewater,2021,37(21):40.
[7]卢慢,杜坤,宋志刚,等.基于耦合统计及模型驱动的供水管网爆管定位[J].中国给水排水,2021,37(9):46.
LU Man,DU Kun,SONG Zhi-gang,et al.Burst Location of Water Supply Pipe Network Based on Coupling Statistics and Model Driven[J].China Water & Wastewater,2021,37(21):46.
[8]龚珑聪,卓雄,许俊鸽.基于NB-IoT和DMA技术相结合的小区漏损控制分析[J].中国给水排水,2021,37(13):40.
GONG Long-cong,ZHUO Xiong,XU Jun-ge.Analysis of Leakage Management in Community Based on Combination of NB-IoT and DMA Technology[J].China Water & Wastewater,2021,37(21):40.
[9]林晓丹,陈方亮,强志民,等.供水管网水质模型的研究进展：经验统计模型[J].中国给水排水,2021,37(14):1.
LIN Xiao-dan,CHEN Fang-liang,QIANG Zhi-min,et al.Research Progress on Water Quality Models of Drinking Water Distribution Systems: Empirical Statistic Models[J].China Water & Wastewater,2021,37(21):1.
[10]林晓丹,陈方亮,强志民,等.供水管网水质微观机理模型研究及应用进展[J].中国给水排水,2021,37(16):41.
LIN Xiao-dan,CHEN Fang-liang,QIANG Zhi-min,et al.Research and Application Progress on Micro-mechanism Models of Water Quality in Drinking Water Distribution Systems[J].China Water & Wastewater,2021,37(21):41.
[11]程伟平,陈亚威,许刚,等.基于遗传算法的供水管网爆管监控网络布置研究[J].中国给水排水,2020,36(15):46.
CHENG Wei-ping,CHEN Ya-wei,XU Gang,et al.Layout of Burst Monitoring Network in Water Distribution System Based on Genetic Algorithm[J].China Water & Wastewater,2020,36(21):46.