Asefi, Sajjad, Asefi, Soheil, Afshari, H., Kilter, J., Shayesteh, E., Hilber, P., Lindquist, T.

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Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay Filter

author

Asefi, Sajjad

Asefi, Soheil

Afshari, Hossein

Kilter, Jako

Shayesteh, Ebrahim

Hilber, Patrik

Lindquist, Tommie

statement of authorship

Sajjad Asefi, Soheil Asefi, Hossein Afshari, Jako Kilter, Ebrahim Shayesteh, Patrik Hilber, Tommie Lindquist

source

IEEE Transactions on Instrumentation and Measurement

publisher

IEEE

journal volume number month

vol. 74

year of publication

2025

pages

art. 3557009

url

https://doi.org/10.1109/TIM.2025.3604980

ISSN

0018-9456

1557-9662d

scientific publication

teaduspublikatsioon

language

English

Märksõnad ja võtmesõnad

subject term

tehisõpe

kõrgepinge

lülitid

seire

keyword

Circuit breaker

condition monitoring

dynamic time warping (DTW)

machine learning (ML)

Savitzky-Golay

Teaduspublikatsiooni meetrika

classifier

1.1

TalTechi üksused

TalTech department

Department of Electrical Power Engineering and Mechatronics

Asefi, Sajjad, Asefi, Soheil, Afshari, H., Kilter, J., Shayesteh, E., Hilber, P., Lindquist, T. Machine Learning-Based High-Voltage Circuit Breaker Defect Classification Utilizing Savitzky-Golay Filter // IEEE Transactions on Instrumentation and Measurement (2025) vol. 74, art. 3557009. https://doi.org/10.1109/TIM.2025.3604980