电工技术学报  2018, Vol. 33 Issue (7): 1560-1569    DOI: 10.19595/j.cnki.1000-6753.tces.170185
电力系统 |
基于电压偏差机会约束的分布式光伏发电准入容量研究
孙玲玲, 赵美超, 王宁, 贾清泉, 杜广玉
燕山大学电气工程学院秦皇岛066004
Research of PermittedCapacity of Distributed Photovoltaic Generation Based on Voltage Deviation Chance Constrained
Sun Lingling, Zhao Meichao, Wang Ning, Jia Qingquan, Du Guangyu
College of Electrical Engineering Yanshan University Qinhuangdao 066004 China
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摘要 针对光伏发电并网输出功率随机性及相关性导致配电网节点电压越限的不确定性,提出基于电压偏差机会约束的分布式光伏发电并网准入容量规划方法。首先,建立考虑光伏相关性的配电网概率潮流计算模型,将Nataf变换与基于矩法的三阶多项式正态变换相结合处理光伏的相关性,采用多重积分理论和Gram-Charlier级数展开得到配电网节点电压分布;然后,以最大化光伏发电并网准入容量为规划目标,电网电压不越限为机会约束,建立基于电压偏差机会约束的光伏并网准入容量计算模型,利用改进的随机权重粒子群算法对模型进行求解。仿真算例结果表明该方法能够提高光伏并网容量,使配电网运行满足电压偏差不越限。
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孙玲玲
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关键词 分布式光伏发电相关性准入容量电压偏差概率潮流    
Abstract:For the voltage uncertainty of distribution network node is caused by the random and correlation of photovoltaic (PV) output power, in this paper, the planning method of PV permitted penetration based on the voltage deviation opportunity constraint is proposed. Firstly, the PV probabilistic load flow model is established, which units Nataf transform and third-order polynomial normal transformation based on the moment method to solve the correlative output of PV, and the multiple integral method and Gram-Charlier expansion are implemented to obtain the distribution of voltage as the chance constrained condition. Then, under the target of maximum PVpermitted penetration capacityand voltage deviation opportunity constraint,theplanning model of PVpermitted penetration capacity based on the voltage deviation opportunity constraint is established, and the improved random weight particle swarm optimization (PSO)is used to solve the planning model. Simulation results suggest that the proposed method can enhance PV permitted penetration capacity, and make distribution network voltage deviation meet the demand.
Key wordsDistributed photovoltaic generations    correlation    permitted penetration capacity    voltage deviation    probabilistic load flow   
收稿日期: 2017-02-27      出版日期: 2018-04-12
PACS: TM732  
基金资助:国家自然科学基金(51607153)、河北省自然科学基金(E2016203268)和秦皇岛市科技支撑计划项目(201602A035)资助
通讯作者: 孙玲玲女,1987年生,硕士,助理实验师,研究方向为分布式电源并网规划。E-mail:linglingwudi@126.com   
作者简介: 赵美超女,1991年生,硕士研究生,研究方向为分布式电源并网规划。E-mail:2415413663@qq.com
引用本文:   
孙玲玲, 赵美超, 王宁, 贾清泉, 杜广玉. 基于电压偏差机会约束的分布式光伏发电准入容量研究[J]. 电工技术学报, 2018, 33(7): 1560-1569. Sun Lingling, Zhao Meichao, Wang Ning, Jia Qingquan, Du Guangyu. Research of PermittedCapacity of Distributed Photovoltaic Generation Based on Voltage Deviation Chance Constrained. Transactions of China Electrotechnical Society, 2018, 33(7): 1560-1569.
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https://dgjsxb.ces-transaction.com/CN/10.19595/j.cnki.1000-6753.tces.170185          https://dgjsxb.ces-transaction.com/CN/Y2018/V33/I7/1560