Short-Circuited Turn Fault Diagnosis in Transformers by Using Vibration Signals, Statistical Time Features, and Support Vector Machines on FPGA

Short-Circuited Turn Fault Diagnosis in Transformers by Using Vibration Signals, Statistical Time Features, and Support Vector Machines on FPGA

One of the most critical devices in an electrical system is the transformer. It is continuously under different electrical and mechanical stresses that can produce failures in its components and other electrical network devices. The short-circuited turns (SCTs) are a common winding failure. This typ...

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Bibliographic Details
Main Authors: Jose R. Huerta-Rosales, David Granados-Lieberman, Arturo Garcia-Perez, David Camarena-Martinez, Juan P. Amezquita-Sanchez, Martin Valtierra-Rodriguez
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
fault diagnosis
support vector machine
linear discriminant analysis
FPGA
short-circuit fault
transformer
Online Access:https://www.mdpi.com/1424-8220/21/11/3598

Internet

https://www.mdpi.com/1424-8220/21/11/3598

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