Risk assessment of cascading outages in power systems using fuzzy neural network

ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 2, PROCEEDINGS(2006)

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摘要
This paper provides a strategy at the system level to assess and mitigate power system cascading outages considering the probabilities of hidden failure in protection system, which affect the risk of cascading outages. Some risk indices are used to assess the risk of cascading outages. The fuzzy neural network (FNN) is used to obtain the risk indices and to propose a solution that can decrease the system cascading outage risk under limited budget. The IEEE 118-bus system is used to illustrate the methodology.
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关键词
limited budget,system level,system cascading outage risk,fuzzy neural network,protection system,risk assessment,power system,cascading outages,ieee 118-bus system,risk index,hidden failure
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