Transient Stability Assessment of Large-scale AC/DC Hybrid Power Grid Based on Separation Feature and Deep Belief Networks

Zihan Zhou,Shicong Ma,Guangquan Bu,Yiran Jing,Guozheng Wang

2021 Power System and Green Energy Conference (PSGEC)（2021）

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摘要

Transient stability greatly challenges the safe and stable operation of the power system. Therefore, it is extremely necessary to assessment transient stability quickly and accurately. This paper proposes an intelligent model for transient stability assessment (TSA) based on the separation feature and deep belief networks (DBN) for large-scale AC/DC hybrid power grid. With this model, a training m...

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关键词

Training,Adaptation models,Correlation,Power system stability,Electric variables,Feature extraction,Stability analysis

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