PDF(877 KB)
Distribution Load Balance Technology Based on Multi-Source Data Fusion
Jinming CHEN, Yubo YUAN, Weiping ZHU, Yajuan GUO, Bin LI
South Power Sys Technol ›› 2016, Vol. 10 ›› Issue (10) : 24-30.
PDF(877 KB)
PDF(877 KB)
Distribution Load Balance Technology Based on Multi-Source Data Fusion
For solving the common existence of feeder overload problem, a load balance technology based on multi-source data fusion is proposed. Firstly, a feeder overload quantitative model is proposed according to the dynamic characteristics of distribution load. Then, distribution load sets are constructed for the three typical application scenerios based on multi-source data of dispatching, operation and maintenance distribution and marketing. Finally, the optimal feeder load balance adjustment strategy is determined through trail calculation and comparison of the overload indexs of multiple distribution reconstruct schemes. Example shows the effectiveness of this technology. Follow this technology, a distribution load management and optimization assistant decision-making system is developed, which has been practically applied to Jiangsu distribution dispatching, operation and maintenance.
distribution network / load balance / multi-source data fusion
| [1] |
本书编写组. 配电网新技术与新设备指南[M]. 北京: 中国水利水电出版社, 2011.
|
| [2] |
孙岩, 林声宏, 刘明波, 等. 中压配电网最佳供电能力分析[J]. 南方电网技术, 2014, 8(1):80-84.
|
| [3] |
刘健, 程红丽, 董海鹏, 等. 配电网故障判断与负荷均衡化[J]. 电力系统自动化, 2002, 26(22):34-38.
|
| [4] |
黄伟, 纪双全, 苏浩轩, 等. 基于馈线偶的配网快速负荷均衡重构方法[J]. 现代电力, 2014, 31(4):24-28.
|
| [5] |
毕鹏翔, 刘健, 张文元. 配电网络重构的改进支路交换法[J]. 中国电机工程学报, 2001, 21(8):99-104.
|
| [6] |
刘蔚, 韩祯祥. 基于最优流法和遗传算法的配电网重构[J]. 电网技术, 2004, 28(19):29-33.
|
| [7] |
黄伟, 纪双全. 基于馈线偶的配电网快速减小网损重构方法[J]. 电力系统自动化, 2015, 39(5):75-80.
|
| [8] |
维克托·舍恩伯格, 肯尼思·库克耶. 大数据时代[M]. 盛杨燕,周涛, 译. 杭州: 浙江人民出版社, 2013.
|
| [9] |
王继业, 季知祥, 史梦洁, 等. 智能配用电大数据需求分析与应用研究[J]. 中国电机工程学报, 2015, 35(8):1829-1836.
|
| [10] |
陈为化, 罗龙. 电力系统线路过载的风险评估与预防控制[J]. 华东电力, 2008, 36(7):42-45.
|
| [11] |
张忠会, 谢义苗, 何乐彰, 等. 基于风险理论的电力系统脆弱线路辨识[J]. 电气应用, 2014, 33(11):27-30.
|
| [12] |
|
| [13] |
张晓星, 程其云, 周湶, 等. 基于数据挖掘的电力负荷脏数据动态智能清洗[J]. 电力系统自动化, 2005, 29(8):60-64.
|
| [14] |
张素香, 赵丙镇, 王风雨, 等. 海量数据下的电力负荷短期预测[J]. 中国电机工程学报, 2015, 35(1):37-42.
|
| [15] |
路永玲. 10-20 kV架空配电线路跳闸故障及其防治对策分析[J]. 江苏电机工程, 2016, 35(1): 84-86.
|
| [16] |
陈芸. 南京配网自动化二期通信网的建设[J]. 江苏电机工程, 2015, 34(3): 67-71.
|
| [17] |
黎灿兵, 李晓辉, 赵瑞, 等. 电力短期负荷预测相似日选取算法[J]. 电力系统自动化, 2008, 32(9):69-73.
|
| [18] |
|
/
| 〈 |
|
〉 |