Extreme Grid Operation Scenario Generation Framework Considering Discrete Failures and Continuous Output Variations

Extreme Grid Operation Scenario Generation Framework Considering Discrete Failures and Continuous Output Variations

In recent years, extreme weather events have occurred more frequently. The resulting equipment failure, renewable energy extreme output, and other extreme operation scenarios affect the smooth operation of power grids. The occurrence probability of extreme operation scenarios is small, and the occur...

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Bibliographic Details
Main Authors: Dong Liu, Guodong Guo, Zhidong Wang, Fan Li, Kaiyuan Jia, Chenzhenghan Zhu, Haotian Wang, Yingyun Sun
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Energies
Subjects:
extreme operation scenario
variational autoencoder
Gumbel-Softmax
extreme conditional generative adversarial networks
distribution shifting
Online Access:https://www.mdpi.com/1996-1073/18/14/3838
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