Publications & Works

Published journal articles indexed by SCI, SSCI, and AHCI

Comparison of Computational Prognostic Methods for Complex Systems Under Dynamic Regimes: A Review of Perspectives

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, vol.27, no.4, pp.999-1011, 2020 (Peer-Reviewed Journal) identifier identifier

A neural network filtering approach for similarity-based remaining useful life estimation

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, vol.101, pp.87-103, 2019 (Peer-Reviewed Journal) identifier identifier

Articles Published in Other Journals

Segmentation of Flight Stages: An Unsupervised Learning Model for Aviation Data

Afyon Kocatepe Üniversitesi Fen ve Mühendislik Bilimleri Dergisi, vol.20, no.6, pp.1178-1186, 2020 (Peer-Reviewed Journal)

Kestirimci Bakım İçin Döner Mekanizma Bozulma Eğrisinin Tanımlanması

Avrupa Bilim ve Teknoloji Dergisi, no.19, pp.420-428, 2020 (Peer-Reviewed Journal) Sustainable Development

Reducing Dimensionality of Multi-regime Data for Failure Prognostics

JOURNAL OF FAILURE ANALYSIS AND PREVENTION, vol.17, no.6, pp.1268-1275, 2017 (Peer-Reviewed Journal) identifier identifier

Refereed Congress / Symposium Publications in Proceedings

Enhancing Signal Features for Degradation Analysis: A Linear Convolution Approach for Accelerated Testing

2nd International Conference on Innovative Academic Studies, Konya, Turkey, 28 - 31 January 2023, pp.1-5 Creative Commons License

Uçak İtki Takatinin Segmentasyonu

8. ULUSAL HAVACILIK VE UZAY KONFERANSI, Ankara, Turkey, 9 - 11 September 2020, pp.1-8 Creative Commons License

Çok boyutlu turbofan motoru durum izleme verilerinde prognostik uygulamalarının değerlendirilmesi

7. ULUSAL HAVACILIK ve UZAY KONFERANSI, Samsun, Turkey, 12 - 14 September 2018, pp.1-14 Creative Commons License

NARX time series model for remaining useful life estimation of gas turbine engines

Third European Conference of the PHM Society - PHME16, Bilbao, Spain, 5 - 08 July 2016, vol.7, no.28, pp.454-463

NARX Model in Gas Turbine Prognostics

WMG Doctoral Research and Innovation Conference, Coventry, England, 30 June - 01 July 2015, pp.1 Creative Commons License

A Degradation Prognostic Framework for Gas Turbine Engines

The Twelfth International Conference on Condition Monitoring and Machinery Failure Prevention Technologies, Oxford, England, 9 - 11 June 2015, pp.1-10 Creative Commons License