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基于场景时域概率的主动配电网全协调无功优化
引用本文:张杭,丁晓群,陈光宇,季日华.基于场景时域概率的主动配电网全协调无功优化[J].电力建设,2018,39(8):53-58.
作者姓名:张杭  丁晓群  陈光宇  季日华
作者单位:1.国网泰州供电公司,山东省泰州市 225300;2.河海大学能源与电气学院, 南京市 211100;3.南京工程学院电力学院,南京市 211167
基金项目:江苏省配电网智能技术与装备协同创新中心开放基金资助项目(XTCX201713)
摘    要:针对主动配电网中风光荷储具有随机性和间歇性,无功全协调优化困难的问题,提出一种基于时域概率的场景分析法,采用CURE聚类法削减全场景数量,然后依次计算全场景的时域概率;提出一种计及源网荷储全协调互动的无功优化策略,通过求解网购电量最小为主要目标的有功优化模型得到集中式储能和可中断负荷的有功功率,以此建立主动配电网无功优化模型,并运用多目标粒子群算法求解,最后以某市一条10 kV配电线路为例验证本文方法的可行性和鲁棒性。

关 键 词:时域概率  全协调  CURE聚类法  无功优化  

General Coordinated Reactive Power Optimization of Active Distribution Network on the Basis of Scenario Time Domain Probability
ZHANG Hang,DING Xiaoqun,CHEN Guangyu,JI Rihua.General Coordinated Reactive Power Optimization of Active Distribution Network on the Basis of Scenario Time Domain Probability[J].Electric Power Construction,2018,39(8):53-58.
Authors:ZHANG Hang  DING Xiaoqun  CHEN Guangyu  JI Rihua
Affiliation:1. State Grid Taizhou Power Supply Company, Taizhou 225300, Shandong Province, China;2. College of Energy and Electric Engineering, Hohai University, Nanjing 211100, China;3. School of Electric Power Engineering, Nanjing Institute of Technology, Nanjing 211167, China
Abstract:In view of the randomness and controllability of wind power and energy storage, reactive power coordinated optimization is difficult. A scene analysis method based on time domain probability is proposed, using CURE clustering method to reduce the total scene number, and calculate the time domain probability of each scene at the same time. A coordinated reactive power optimization method which considering source, network, load, storage in active network is proposed. The active power optimization model based on the minimum power consumption of main online shopping is used to solve energy storage and interruptible load active power. On this basis, a coordinated reactive power optimization model is established. By using the multi-objective particle swarm algorithm,a 10 kV distribution line in a prefecture level city is finallytaken as an example to verify the feasibility and robustness of the proposed method.
Keywords:time domain probability  general coordination  CURE clustering method  optimal reactive power  
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