Comparison of existing fault diagnosis and prediction methods for synchronous condensers.

Comparison of existing fault diagnosis and prediction methods for synchronous condensers.

<p>Comparison of existing fault diagnosis and prediction methods for synchronous condensers.</p>

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Bibliographic Details
Main Author: Dongqing Zhang (423941) (author)
Other Authors: Chaofeng Zhang (845343) (author), Michel Kadoch (22146181) (author), Tao Hong (179228) (author), Shenglong Li (4584301) (author), Wenqiang Zhao (5117276) (author)
Published: 2025
Subjects:
Biotechnology
Science Policy
Space Science
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified
varying load conditions
particularly significant improvements
multiple frequency sub
minor issues develop
head attention mechanisms
false alarm rate
art methods across
proposed approach provides
maintaining computational efficiency
including classification accuracy
early fault prediction
intelligent feature extraction
head attention gru
uhvdc synchronous condensers
synchronous condensers
processing efficiency
innovative approach
detection accuracy
fault signals
fault features
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transmission systems
statistical moments
reliable solution
predicting faults
performance metrics
paper proposes
network augmented
network architecture
efficient decomposition
detection time
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