A modeling and simulation framework for the reliability/availability assessment of a power transmission grid subject to cascading failures under extreme weather conditions

被引:119
|
作者
Cadini, Francesco [1 ]
Agliardi, Gian Luca [1 ]
Zio, Enrico [1 ,2 ]
机构
[1] Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
[2] Univ Paris Saclay, Chair Syst Sci & Energy Challenge, Fdn Elect France EDF, CentraleSupelec, F-92290 Chatenay Malabry, France
关键词
Power grids; Cascading failures; Extreme weather; Wind storm; Lightning; Monte Carlo simulation; Reliability; Availability; SYSTEM RELIABILITY ASSESSMENT; GENERATION; VULNERABILITY;
D O I
10.1016/j.apenergy.2016.10.086
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Electrical power transmission networks of many developed countries are undergoing deep transformations aimed at (i) facing the challenge offered by the stochastically fluctuating power contributions due to the continuously growing connections of renewable power generating units and (ii) decreasing their vulnerability to failures or malicious attacks and improving their resilience, in order to provide more reliable services, thus increasing both safety and profits. In this complex context, one of the major concerns is that related to the potentially catastrophic consequences of cascading failures triggered by rare and difficult to predict extreme weather events. In this work, we originally propose to combine an extreme weather stochastic model of literature to a realistic cascading failure simulator based on a direct current (DC) power flow approximation and a proportional re-dispatch strategy. The description of the dynamics of the network is completed by the introduction of a novel restoration model accounting for the operating conditions that a repair crew may encounter during an extreme weather event. The resulting model is solved by a customized sequential Monte Carlo scheme in order to quantify the impact of extreme weather events on the reliability/availability performances of the power grid. The approach is demonstrated with reference to the test case of the IEEE14 power transmission network. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:267 / 279
页数:13
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