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基于聚类选址的区域能源系统站网布局优化规划
引用本文:王珊珊,刘青荣,阮应君,刘洪运.基于聚类选址的区域能源系统站网布局优化规划[J].科学技术与工程,2021,21(15):6305-6311.
作者姓名:王珊珊  刘青荣  阮应君  刘洪运
作者单位:上海电力大学能源与机械工程学院,上海200090;同济大学机械与能源工程学院,上海200092
基金项目:国家自然科学基金项目(面上项目,重点项目,重大项目)
摘    要:区域能源系统中能源站选址和管网布局规划是影响区域能源系统经济性的重要因素.综合考虑能源站选址、管网布局与负荷分布的特点,提出了基于聚类和最短路径算法的站网布局优化方法.首先,将最短路径权重作为聚类相似性度量,建立站网布局结构模型.然后以系统年均经济成本最小为目标,构架优化目标函数.最后以实际工程案例进行仿真分析,验证了该方法的有效性.所提出的方法可以对区域内能源站数量、选址以及管网布局进行综合优化,为区域能源系统站网布局规划提供理论参考.

关 键 词:区域能源系统  能源站选址  站网布局  聚类  最短路径
收稿时间:2020/8/28 0:00:00
修稿时间:2021/1/19 0:00:00

Optimal Planning of Station Network Layout of District Energy System Based on Clustered Site Selection
Wang Shanshan,Liu Qingrong,Ruan Yingjun,Liu Hongyun.Optimal Planning of Station Network Layout of District Energy System Based on Clustered Site Selection[J].Science Technology and Engineering,2021,21(15):6305-6311.
Authors:Wang Shanshan  Liu Qingrong  Ruan Yingjun  Liu Hongyun
Institution:College of Energy and Mechanical Engineering,Shanghai University of Electric Power;College of Mechanical and Energy Engineering,Tongji University
Abstract:The location of energy stations and pipeline network layout planning in the district energy system are important factors that affect the economics of the district energy system. Considering the energy station site selection, pipe network layout and characteristics of load distribution, this paper proposes an optimization method for station network layout based on clustering and shortest path algorithm. First, the shortest path weight is used as a cluster similarity measure to establish a network layout structure model. Then aiming at minimizing the annual average economic cost, the optimization objective function is established. Finally, the effectiveness of the method is verified by simulation analysis of actual engineering examples. The proposed method can comprehensively optimize the number, location of energy stations, and pipeline network layout in the region, and provide a theoretical reference for district energy system station network layout planning.
Keywords:district energy system  energy station site selection  station network layout  clustering  the shortest path
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