电网技术2016，Vol.40Issue(8)：2437-2443,7.DOI:10.13335/j.1000-3673.pst.2016.08.027
基于马尔科夫链的电力负荷优化组合及应用
Power Loads Optimal Combination Based on Markov Chain and Its Application
摘要
Abstract
This paper proposed a new planning idea and method for distribution networks considering load fluctuation based on power load optimal combination with Markov Chain,making analyses of random loads sequences efficient and resulting in better integrated load characteristics.Firstly,load curve states were classified for each consumer (load point) based on daily load data.Secondly,load state analyses of each single consumer and power supply area were conducted based on Markov Chain.Finally,in order to optimize integrated load characteristics,a model based on load state analysis was set up,capable of solving load optimal combination problem by adjusting network and load distribution.Case studies show that the developed method can be applied to optimize integrated load characteristics of power supply areas,reduce distribution network loss and provide guidance for distribution network planning and renovation.关键词
马尔科夫链/负荷分配/优化组合/配电网规划Key words
Markov chain/load distribution/optimal combination/distribution network planning分类
信息技术与安全科学引用本文复制引用
祝锦舟,张焰,华月申,潘智俊..基于马尔科夫链的电力负荷优化组合及应用[J].电网技术,2016,40(8):2437-2443,7.基金项目
国家863高技术基金项目(2011AA05A103).The National High Technology Research and Development of China (863 Programme) (2011AA05A103). （2011AA05A103）
