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Profile

Picture
Sertac_googlescholar.jpg picture
Full Name
Kılıçkaya, Sertaç
Variants
Kilickaya, Sertac
Sertac, Kilickaya
S Kilickaya
S Kılıçkaya
 
Main Affiliation
05.06. Electrical and Electronics Engineering
 
Personal Site
LinkedIn
 
Email
sertac.kilickaya@ieu.edu.tr
 
Link to YOK Profile
YÖK Profile
ORCID
0000-0002-4619-8118
Link to Google Profile
Google Scholar
Scopus Author ID
57215414702
Researcher ID
AAV-4687-2020
 
Interests
Machine Learning
Deep Learning
Artificial Intelligence
Signal Processing
 
Biography
Sertaç Kılıçkaya, 2018 yılında İzmir Ekonomi Üniversitesi Elektrik-Elektronik Mühendisliği Bölümü’nden bölüm birincisi ve üniversite üçüncüsü olarak mezun olmuştur. Yüksek lisans derecesini, elektrik makinelerinde arıza teşhisine yönelik makine öğrenmesi tabanlı çalışmalarıyla, 2022 yılında aynı üniversiteden almıştır. Şubat 2022’de doktora öğrenimine başlayan Kılıçkaya, makine öğrenmesinin elektrik makinelerinde durum izleme, arıza teşhisi ve sinyal işleme uygulamaları üzerine araştırmalar yapmaktadır. 2024 yılında Finlandiya’daki Tampere Üniversitesi Signal Analysis and Machine Intelligence (SAMI) araştırma grubunda, Prof. Moncef Gabbouj’un danışmanlığında misafir araştırmacı olarak çalışmıştır. Nisan 2019’dan beri İzmir Ekonomi Üniversitesi’nde araştırma görevlisi olarak görev yapmaktadır.
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Sertac Kilickaya received his B.S. and M.S. degrees in Electrical and Electronics Engineering from Izmir University of Economics in 2018 and 2022, respectively, as the class valedictorian. He is currently pursuing a Ph.D. in Electrical and Electronics Engineering at the same university, where he has also been working as a research assistant since 2019. In 2024, he was a visiting researcher in the Signal Analysis and Machine Intelligence (SAMI) research group at Tampere University, under the supervision of Prof. Moncef Gabbouj. His research focuses on machine learning, mainly applied to condition monitoring and fault diagnosis in electrical machines, as well as other areas of signal processing.
Country
Turkey
Status
Current Staff
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Publications
  • Selected Publications
  • Articles
  • Others

Author

  • 1 Eren, Levent
  • 1 Kilickaya, Sertac

Subject

  • 1 Condition Monitoring
  • 1 Convolutional Neural Networks
  • 1 Fault Diagnosis
  • 1 Pad É Approximant Neural Networks
  • 1 Self-Organized Operational Neural Networks

Date issued

  • 1 2020 - 2025

Type

  • 1 Article

Fulltext

  • 1 With Fulltext


Results 1-1 of 1 (Search time: 0.002 seconds).

Issue DateTitleAuthor(s)
12025Padé Approximant Neural Networks for Enhanced Electric Motor Fault Diagnosis Using Vibration and Acoustic DataKilickaya, Sertac ; Eren, Levent 

 

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