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Topological Analysis of Power Grid to Identify Vulnerable Transmission Lines and Nodes

机译:电网拓扑分析以识别脆弱的传输线和节点

摘要

Electrical energy generation and distribution systems are good examples of complex systems. This M.Tech thesis is dedicated to the study of Complex Network Theory with applications in power systems for the analysis of vulnerability in power grid both for unweighted and weighted network. In Power system the vulnerability has been a key issue since a decade. A simple component failure may cause cascades of failures across the power grid and lead to a large blackout. A number of recent large blackouts in Europe, North America and India have emphasized the importance of understanding the dynamics. In this thesis Power grids have been studied for their structural vulnerabilities using purely topological approaches. The focus of the study is for a complete topological analysis of power grid based on different mode of attack. Analysis has been done by modeling power grid as a topological network and applying the concepts from graph theory. The work can be broadly classified into two parts: first is vulnerability analysis of unweighted small world network and second is analysis of weighted network in terms of homogeneous and heterogeneous network. In particular, this thesis propose two new method to identify vulnerable line for both the network and compare the topological structure of unweighted small world network with weighted network. The simulation has been done for IEEE 39, 118 and 300 bus. It is demonstrated by simulations that failure of transmission lines identified as critical, has a major impact on the performance and structure of the network unlike the failure of random connections which have no effect.
机译:电能产生和分配系统是复杂系统的很好的例子。这份M.Tech论文致力于研究复杂网络理论,并将其应用于电力系统中以分析未加权网络和加权网络的电网脆弱性。在电力系统中,该漏洞自十年以来一直是关键问题。一个简单的组件故障可能会导致整个电网故障的级联,并导致大量停电。欧洲,北美和印度最近发生的许多大停电都强调了了解动态的重要性。在本文中,已经使用纯拓扑方法研究了电网的结构脆弱性。研究的重点是基于不同的攻击方式对电网进行完整的拓扑分析。通过将电网建模为拓扑网络并应用图论中的概念来进行分析。这项工作大致可以分为两部分:第一部分是不加权的小世界网络的脆弱性分析,第二部分是从同构和异构网络方面对加权网络进行分析。特别是,本文提出了两种新的方法来识别两个网络的脆弱线路,并将未加权的小世界网络与加权网络进行拓扑结构比较。针对IEEE 39、118和300总线进行了仿真。通过仿真证明,被确定为关键的传输线故障对网络的性能和结构具有重大影响,这与不起作用的随机连接故障不同。

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    Panigrahi Premananda;

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  • 年度 2013
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