Research on high proportion of clean energy grid-connected oscillation risk prediction technology based on CNN and trend feature analysis

Abstract Oscillations, commonly known as a universal, propagative, and intricate event in the new power system, often give rise to generator tripping and load shedding, not only adversely affecting the power flow limit and the power angle stability but also posing threats to the lines of defense for...

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Bibliographic Details
Main Authors: Wang Pu, Xie Yingnan, Zhao Chongjuan, Shi Hong, Fan Yingwei, Lu Yunfeng, Ding Han, Jin Ye, Yan xueying, Hu yuying
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49634-9