Power Transformer Health Index Using Cost-Sensitive Learning to Consider the Impact of Misclassification

Power Transformer Health Index Using Cost-Sensitive Learning to Consider the Impact of Misclassification

Power companies employ comprehensive evaluations to manage facilities, such as transformers, lines, and generators, assessing their status and calculating the probability of failure. Within this asset management framework, a key metric that indicates the condition of facilities is the health index....

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Bibliographic Details
Main Authors: Junsoo Che, Gihun Park, Jeongsik Oh, Su-Han Pyo, Byeonghyeon An, Taesik Park
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Health index
asset management
power transformer
cost-sensitive learning
Online Access:https://ieeexplore.ieee.org/document/10798105/
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