Power System Transient Stability Assessment Based on Big Data and the Core Vector Machine.

IEEE Transactions on Smart Grid(2016)

引用 211|浏览66
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摘要
In this paper, an online power system transient stability assessment (TSA) problem is mapped as a two-class classification problem and a novel data mining algorithm the core vector machine (CVM) is proposed to solve the problem based on phasor measurement units (PMUs) big data. First of all, an offline training, online application framework is proposed, which contained four sub-steps, namely featu...
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关键词
Phasor measurement units,Support vector machines,Big data,Training,Real-time systems,Power system stability,Kernel
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