Publications & Works

Publication Network
Journal articles indexed in SCI, SSCI, and AHCI 7

Hybrid deep learning model for maize leaf diseaseclassification with explainable AI

Özüpak Y., Alpsalaz F., Aslan E., Uzel H.
NEW ZEALAND JOURNAL OF CROP AND HORTICULTURAL SCIENCE , pp.1-23, 2025 (SCI-Expanded) Sustainable Development

Boiler efficiency and performance optimization in district heating and cooling systems with machine learning models

Aslan E., Özüpak Y., Alpsalaz F.
CHUNG-KUO KUNG CH'ENG HSUEH K'AN/JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS , pp.1-16, 2025 (SCI-Expanded) Sustainable Development

Air Quality Forecasting Using Machine Learning: Comparative Analysis and Ensemble Strategies for Enhanced Prediction

Alpsalaz F., Özüpak Y., Aslan E.
Water, Air, & Soil Pollution , vol.236, pp.1-17, 2025 (SCI-Expanded) Sustainable Development

Classification of maize leaf diseases with deep learning: Performance evaluation of the proposed model and use of explicable artificial intelligence

Alpsalaz F., Özüpak Y., Aslan E., Uzel H.
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS , vol.262, pp.1-14, 2025 (SCI-Expanded) Creative Commons License

Fault Detection in Power Transmission Lines: Comparison of Chirp-Z Algorithm and Machine Learning Based Prediction Models

Alpsalaz F.
EKSPLOATACJA I NIEZAWODNOSC , vol.27, no.4, pp.1-15, 2025 (SCI-Expanded) Sustainable Development

A Hybrid Machine Learning Approach for Predicting Power Transformer Failures Using Internet of Things Based Monitoring and Explainable Artificial Intelligence

Aslan E., Ozupak Y., Alpsalaz F., Elbarbary Z. M.
IEEE Access , vol.13, pp.113618-113633, 2025 (SCI-Expanded) Sustainable Development identifier

Detection of Arc Faults in Transformer Windings via Transient Signal Analysis

Alpsalaz F., Mamiş M. S.
APPLIED SCIENCES , vol.14, no.20, pp.1-14, 2024 (SCI-Expanded) Creative Commons License Sustainable Development
Articles Published in Other Journals 2

Deep Learning-Based Lung Cancer Diagnosis: Data Balancing, Model Optimisation and Performance Analysis

Alpsalaz F.
Gazi University Journal of Science Part A: Engineering and Innovation , vol.12, no.2, pp.358-376, 2025 (Peer-Reviewed Journal) Sustainable Development

Using Ansys 3D Electromagnetic Analysis for Investigation the Effect of Harmonics on Power Transformers

Alpsalaz F., Mamiş M. S.
Sivas Cumhuriyet Üniversitesi Mühendislik Fakültesi Dergisi , vol.1, no.2, pp.89-93, 2023 (Peer-Reviewed Journal) Creative Commons License
Papers Presented at Peer-Reviewed Scientific Conferences 12

Güneş, Rüzgâr ve Hidroelektrik Üzerinden Türkiye’nin Sürdürülebilir Enerji Dönüşümü

Alpsalaz F., Uzel H., Aslan E., Özüpak Y.
YOBÜ II. Uluslararası Orta Anadolu Sempozyumu, Yozgat, Turkey, 15 - 17 May 2025, pp.1-14, (Full Text) Sustainable Development

PREDICTING AC POWER PRODUCTION IN SOLAR PLANTS USING CATBOOST AND LIGHTGBM: A COMPARATIVE ANALYSIS

Uzel H., Özüpak Y., Alpsalaz F., Aslan E.
ERZURUM 1ST INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, Erzurum, Turkey, 9 - 11 May 2025, (Full Text)

COMPARING CATBOOST AND GRADIENT BOOSTING FOR SOLAR POWER PRODUCTION FORECASTING: A MACHINE LEARNINGAPPROACH

Uzel H., Özüpak Y., Alpsalaz F., Aslan E.
ERZURUM 1ST INTERNATIONAL CONFERENCE ON APPLIED SCIENCES, Erzurum, Turkey, 9 - 11 May 2025, (Full Text)

Power Factor Estimation in Synchronous Machines: A Machine Learning Based Approach with Elastic Net Model

ÖZÜPAK Y., ASLAN E., ALPSALAZ F.
Latin Amerika 10. Uluslararası Bilimsel Araştırmalar Kongresi, Cuba, 03 May 2025, (Full Text)

Power Factor and Excitation Current Estimation in Synchronous Machines: A Logistic Regression Based Approach

ÖZÜPAK Y., ASLAN E., ALPSALAZ F.
Latin Amerika 10. Uluslararası Bilimsel Araştırmalar Kongresi, Cuba, 03 May 2025, (Full Text)

Analysis of Fuel Consumption in Electric Vehicles: A Study on Segments, Usage Scenarios, and Energy Efficiency

ÖZÜPAK Y., ASLAN E., ALPSALAZ F.
BALKAN 14. ULUSLARARASI UYGULAMALI BİLİMLER KONGRESİ, Macedonia, 26 April 2025, (Full Text)

Analysis of Fuel Consumption and Charging Efficiency in Electric Vehicles

ÖZÜPAK Y., ASLAN E., ALPSALAZ F.
BALKAN 14. ULUSLARARASI UYGULAMALI BİLİMLER KONGRESİ, Macedonia, 26 April 2025, (Full Text)

Fault Location Prediction in Power Transmission Lines Using an Artificial Neural Network Model

Alpsalaz F., Yalçınöz Z., Kaygusuz A., Mamiş M. S.
2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), Malatya, Turkey, 21 - 22 October 2024, pp.1-6, (Full Text) Creative Commons License

3D Analysis of Electromagnetic Forces in Short Circuit State of Power Transformer

Alpsalaz F., Mamiş M. S., Mamiş A.
III. GÜÇ SİSTEMLERİ KONFERANSI (GSK 2022), Ankara, Turkey, 18 October 2022, pp.1-6, (Full Text) Creative Commons License

Investigation of the Effect of Harmonic System on Power Transformer

Alpsalaz F., Mamiş M. S., Mamiş A.
III. GÜÇ SİSTEMLERİ KONFERANSI (GSK 2022), Ankara, Turkey, 18 October 2022, pp.1-4, (Full Text) Creative Commons License

HİBRİT ELEKTRİKLİ ARAÇLARDA ENERJİ YÖNETİM SİSTEMİNDEKİ FARKLI ŞARJ EŞİK DEĞERLERİNİN ARAÇ PARAMETRELERİNE ETKİLERİ

ALPSALAZ F., TÜRKAY Y., ÖZBİLGİN F.
Karadeniz 1. Multidisipliner Çalışmalar Kongresi, Giresun, Turkey, 15 March 2019, (Full Text)

SÜPERKAPASİTÖR VE LİTYUM İYON BATARYALARIN KULLANILDIĞIELEKTRİKLİ ARAÇLARDA ENERJİ YÖNETİM OPTİMİZASYONU

ALPSALAZ F., TÜRKAY Y.
1. INTERNATIONAL IĞDIR CONGRESS ONMULTIDISCIPLINARY STUDIES, 6 - 07 November 2018, (Full Text)
Books 3

Analysis of Transient Behaviors of Faults in Power Transmission Lines Using ATP

ALPSALAZ F.
in: Elektrik-Elektronik Mühendisliği Alanında Gelişmeler, ENER RÜŞEN SELMİN, Editor, Platanus Publishing®, Ankara, pp.31-50, 2024

Comparison of Design and Simulation Results of Distribution Transformer in Ansys Maxwell

ALPSALAZ F.
in: Elektrik-Elektronik Mühendisliği Alanında Gelişmeler, ENER RÜŞEN SELMİN, Editor, Platanus Publishing®, Ankara, pp.51-64, 2024

Goertzel Algoritması ile Sinyal İşleme ve Tahmin Algoritmaları Kullanılarak Enerji İletim Hatlarındaki Arıza Noktalarının Belirlenmesi

ALPSALAZ F., ŞEKER M., MAMİŞ M. S.
in: Tüm Yönleriyle ENERJİ 4.0 ve YAPAY ZEKA, ÜNSAL ÇELİMLİ DERYA BETÜL, ŞENGÖNÜL AHMET, Editor, Sivas Cumhuriyet Üniversitesi Yayınları, Sivas, pp.77-98, 2024
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