基于改进谱聚算法考虑机组分组的电网恢复分区方法A Partitioning Method for Power System Restoration Based on an Improved Spectral Clustering Considering Unit Grouping
叶寅钢,欧阳利平,钟磊,方宇迪,张胜峰,何育钦
YE Yingang,OUYANG Liping,ZHONG Lei,FANG Yudi,ZHANG Shengfeng,HE Yuqin
摘要(Abstract)：
针对电力系统中含多黑启动电源的恢复分区易出现功率不平衡且并行恢复有效性和可靠性受限等问题,提出了考虑机组启动及分区内有功平衡的改进谱聚电网恢复分区方法。该方法以子区域尽可能规模均衡且区域间联络线权重尽可能小为优化目标,增加考虑机组出力及启动成功率的机组分组优化模型,并在切图权重中引入线路传输功率,使目标函数考虑分区有功平衡的影响。算例分析结果表明:该方法能有效考虑待启动机组的恢复及分区有功平衡,减小区域联络线上传输的功率,有助于提高分区并行恢复及并列的可靠性。
Power imbalance and limited effectiveness and reliability of parallel restoration are apt to occur in the restoration partition with multiple black-start power sources in power system. The paper proposes a portioning method for power system restoration based on an improved spectral clustering considering unit startup and active power balance in the partition. With the optimization goals of scale equilibrium in subregions and minimum weights of inter-regional tie lines, a unit grouping and optimization model considering the output power and success rate of startup is added, and the transmission power of the lines is introduced into the cutting weight so that the objective function can consider the influence of active power balance in the partition. The analysis results of an example show that this method can soundly consider the recovery of units to be started and the active power balance in different districts, reduce the transmission power on regional tie lines and help to improve the reliability of parallel restoration and
关键词(KeyWords)：
电力系统;系统恢复;机组分组;分区;谱聚算法
power system;system restoration;unit grouping;partitioning;spectral clustering
基金项目(Foundation): 国家自然科学基金项目（51677137）;; 国网浙江省电力有限公司科技项目（5211TZ1900S4）
作者(Author):
叶寅钢,欧阳利平,钟磊,方宇迪,张胜峰,何育钦
YE Yingang,OUYANG Liping,ZHONG Lei,FANG Yudi,ZHANG Shengfeng,HE Yuqin
DOI: 10.19585/j.zjdl.202107003
参考文献(References)：
- [1]于崇德.中国电力年鉴[M].北京：中国电力出版社，2017.
- [2]文云峰，杨伟峰，汪荣华，等.构建100%可再生能源电力系统述评与展望[J].中国电机工程学报，2020,40(6):1843-1856.
- [3]刘自发，张在宝，杨滨，等.电网大停电社会综合损失评估[J].电网技术，2017,41(9):2928-2940.
- [4]胡金，刘熔冰，王鲜花.典型大停电回顾及对蒙西电网的启示[J].农村电气化，2018(9):5-7.
- [5]傅子昊.电力系统恢复中的网络重构与分区恢复策略[D].杭州：浙江大学，2017.
- [6]S. Arash Nezam Sarmadi,Ahmad Salehi Dobakhshari,Sadegh Azizi,et al.A Sectionalizing method in power system restoration based on WAMS[J].IEEE Transactions on Smart Grid,2011,2(1):190-197.
- [7]梁海平，郝杰，顾雪平.计及节点恢复成功率的黑启动分区恢复方案优化[J].电工技术学报，2012,27(11):230-238.
- [8]顾雪平，周光奇，李少岩.计及系统可观测性的网络化简与黑启动分区方案制定[J].电力系统自动化，2019,43(20):114-122.
- [9]刘玉田，谭冰雪.大电网恢复适应性分区方法[J].电力系统保护与控制，2013,41(2):49-54.
- [10]WU Y M,SONG Q P,TSAI SANG-BING.Improved particle swarm optimization algorithm in power system network reconfiguration[J].Mathematical Problems in Engineering,2021,2021(9):1-10.
- [11]孙润稼.大停电后机组恢复在线智能决策优化研究[D].济南：山东大学，2020.
- [12]刘仲，牟龙华，杨智豪.大停电后含分布式电源的电网分区及负荷恢复方案[J].电力系统保护与控制，2015,43(22):55-61.
- [13]冯光明，陆超，黄志刚，等.基于雅可比矩阵的电压控制区域划分的改进[J].电力系统自动化，2007,31(12):7-11.
- [14]董新，李莉，李嫣然，等.基于有序二元决策图的分布式电源组网重构及其对配电网风险水平的影响[J].电力系统保护与控制，2018,46(16):119-126.
- [15]林振智，文福拴，周浩.基于复杂网络社团结构的恢复子系统划分算法[J].电力系统自动化，2009,33(12):12-16.
- [16]刘玉田，谭冰雪.大电网恢复适应性分区方法[J].电力系统保护与控制，2013,41(2):49-54.
- [17]项胤兴，黎琦，林济铿.电力系统并行恢复分区新模型及算法[J].中国电力，2020,53(7):160-168.
- [18]吴琛，梁晟杰，刘旭斐，等.考虑子系统恢复时间的停电电网分区策略[J].电力工程技术，2021,40(1):92-98.