Publications & Works

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

A data-driven predictive maintenance model to estimate RUL in a multi-rotor UAS

Özkat E. C., Bektas O., Nielsen M. J., La Cour-Harbo A.
INTERNATIONAL JOURNAL OF MICRO AIR VEHICLES, vol.15, 2023 (SCI-Expanded) Sustainable Development identifier identifier

Machine learning models to estimate the elastic modulus of weathered magmatic rocks

Ceryan N., Özkat E. C., Korkmaz Can N., Ceryan S.
ENVIRONMENTAL EARTH SCIENCES, vol.80, no.12, 2021 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Laser dimpling process parameters selection and optimization using surrogate-driven process capability space

Ozkat E. C., Franciosa P., Ceglarek D.
OPTICS AND LASER TECHNOLOGY, vol.93, pp.149-164, 2017 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Development of decoupled multi-physics simulation for laser lap welding considering part-to-part gap

Ozkat E. C., Franciosa P., Ceglarek D.
JOURNAL OF LASER APPLICATIONS, vol.29, no.2, 2017 (SCI-Expanded) Creative Commons License Sustainable Development identifier identifier

Articles Published in Other Journals

A Method to Classify Steel Plate Faults Based on Ensemble Learning

Özkat E. C.
Journal of Materials and Mechatronics:A (Online), vol.3, no.2, pp.240-256, 2022 (Peer-Reviewed Journal) Creative Commons License Sustainable Development

Makine Öğrenmesi Metodolojisi Kullanılarak Yüksek Hızlı Rulmanlarda Sağlık Göstergesinin Belirlenmesi

Özkat E. C.
Avrupa Bilim ve Teknoloji Dergisi, no.22, pp.176-183, 2021 (Peer-Reviewed Journal) Creative Commons License Sustainable Development

Refereed Congress / Symposium Publications in Proceedings

A Study of Ensemble Learning and Wavelet Scattering for Bearing Fault Detection

Özkat E. C.
International Materials Engineering and Advanced Manufacturing Technologies Congress, İstanbul, Turkey, 15 - 16 October 2022, pp.190-195

A Degradation Model to Predict the Remaining Useful Life of Bearings

Özkat E. C.
International Conference on AI and Big Data in Engineering Applications, 15 June 2021, pp.227-239

The Comparison Of Machine Learning Algorithms In Estimation Of Remaining Useful Life

ÖZKAT E. C.
IXTH INTERNATIONAL MAINTENANCETECHNOLOGIES CONGRESS AND EXHIBITION, Denizli, Turkey, 26 - 28 September 2019, vol.704, pp.613-620

A Framework for Physics-driven in-process Monitoring of Penetration and Interface Width in Laser Overlap Welding

Ozkat E. C., Franciosa P., Ceglarek D.
27th CIRP Design Conference 2017, Cranfield, United Kingdom, 10 - 12 May 2017, vol.60, pp.44-49 identifier identifier

In-Process Monitoring of Remote Laser Welding Considering Part-to-Part Gap in Overlap Joint Based on Energy Balance Method

ÖZKAT E. C., FRANCIOSA P., CEGLAREK D.
Int. Congress Appl. Laser Electro-Optics, SAN DIEGO, United States Of America, 16 - 20 October 2016, vol.2016, pp.602-610

Dizel Araç Egzoz Sisteminin AVL Fire CFD Programı ile Modellenmesi

ÖZKAT E. C., ALKAN B., SÜRMEN A.
ULIBTK 2013 19. Ulusal Isı Bilimleri ve Tekniği Kongresi, Samsun, Turkey, 9 - 12 September 2013

Technology Management in Hybrid Electric Vehicle: Milner CVT Approaches to Transmission

ÖZKAT E. C., KHAN S., SÜRMEN A.
OTEKON 2012 6. Otomotiv Teknolojileri Kongresi, Bursa, Turkey, 4 - 05 June 2012

Books & Book Chapters

GENETİK ALGORİTMANIN MEKANİK TASARIM PROBLEMLERİNİN ÇÖZÜMÜNDE KULLANIMI

Özkat E. C.
in: Herkes İçin Genetik Algoritma, Aktürk Cemal, Editor, Nobel Yayın Dağıtım, Ankara, pp.147-174, 2021