摘要
现实世界中的许多系统都可以用复杂网络来描述,电力系统是人类创造的最为复杂的网络系统之一.当前经典的网络模型与实际电力网络存在较大差异.从电力网络本身的演化机理入手,提出并研究了一种可以模拟电力网络演化规律的新型局域世界网络演化模型.理论分析表明该模型的度分布具有幂尾特性,且幂律指数在3—∞之间可调.最后通过对中国北方电网和美国西部电网的仿真以及和无标度网络、随机网络的对比,验证了该模型可以很好地反映电力网络的演化规律,并且进一步证实了电力网络既不是无标度网络,也不是完全的随机网络.
Many systems in the real world can be described by evolving models of complex network, one of which is power system. Classical network models show great inconsistence with practical power grids. Based on the essential evolution characteristics of power grid, we propose a new local-world evolving network model for complex power grid, which exists in many physical complex networks. The statistical properties and dynamics of the proposed model are analytically studied. It is found that the degree distribution of this new model has a power-law tail, and its sealing exponent is between 3 and ∞ . Numerical simulations for West American power grid and North China power grid and their comparison with random network and scale-free network indicate that the new evolving network model captures the essential features of real-world power grid. Furthermore, it is proved that power grid is neither a random network nor a scale-free network.
出处
《物理学报》
SCIE
EI
CAS
CSCD
北大核心
2009年第6期3597-3602,共6页
Acta Physica Sinica
基金
国家重点基础研究发展计划(批准号:2004CB217902)
国家自然科学基金创新研究群体科学基金(批准号:60421002)
国家自然科学基金(批准号:50677062)
教育部新世纪优秀人才支持计划(批准号:NCET-07-0745)资助的课题~~
关键词
电力网络
演化模型
局域世界
幂律分布
power grid, evolving model, local-world model, power-law distribution
