Publications

Articles

A Transformer-Based Model for State of Charge Estimation of Electric Vehicle Batteries

Yılmaz M., Çinar E., Yazıcı A.
IEEE ACCESS, vol.13, pp.33035-33048, 2025 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

Autonomous Battery Management System in Electric Vehicles Literature Review

Yılmaz M., Çınar E., Yazıcı A.
EMO Bilimsel Dergi, vol.14, no.2, pp.7-22, 2024 (TRDizin) identifier

A Survey on Fluid Antenna Multiple Access for 6G: A New Multiple Access Technology That Provides Great Diversity in a Small Space

SHAH A. F. M. S., Ali Karabulut M., ÇİNAR E., Rabie K.
IEEE Access, vol.12, pp.88410-88425, 2024 (SCI-Expanded, Scopus) identifier

Unsupervised dissimilarity-based fault detection method for autonomous mobile robots

KASAP M., Yılmaz M., ÇİNAR E., YAZICI A.
Autonomous Robots, vol.47, no.8, pp.1503-1518, 2023 (SCI-Expanded, Scopus) identifier identifier

An IoT-Based Monitoring System for Induction Motor Faults Utilizing Deep Learning Models

Irgat E., ÇİNAR E., Ünsal A., YAZICI A.
Journal of Vibration Engineering and Technologies, vol.11, no.7, pp.3579-3589, 2023 (SCI-Expanded, Scopus) identifier identifier

A Deep-Learning-Based Multi-Modal Sensor Fusion Approach for Detection of Equipment Faults

Kullu O., Cinar E.
MACHINES, vol.10, no.11, 2022 (SCI-Expanded, Scopus) identifier identifier

A Predictive Maintenance System Design and Implementation for Intelligent Manufacturing

Cinar E., Kalay S., Saricicek İ.
MACHINES, vol.10, no.11, 2022 (SCI-Expanded, Scopus) identifier identifier

A Sensor Fusion Method Using Transfer Learning Models for Equipment Condition Monitoring

ÇİNAR E.
SENSORS, vol.22, no.18, 2022 (SCI-Expanded, Scopus) identifier identifier identifier

Multisensory data fusion-based deep learning approach for fault diagnosis of an industrial autonomous transfer vehicle

Gültekin Ö., Çinar E., Özkan K., Yazıcı A.
Expert Systems with Applications, vol.200, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier identifier

Real-Time Fault Detection and Condition Monitoring for Industrial Autonomous Transfer Vehicles Utilizing Edge Artificial Intelligence

Gültekin Ö., Çinar E., Özkan K., Yazıcı A.
SENSORS, vol.22, no.9, 2022 (SCI-Expanded, Scopus) Sustainable Development identifier identifier identifier

A novel deep learning approach for intelligent fault diagnosis applications based on time-frequency images

Gültekin Ö., Çinar E., Özkan K., Yazıcı A.
NEURAL COMPUTING & APPLICATIONS, vol.34, no.6, pp.4803-4812, 2022 (SCI-Expanded, Scopus) identifier identifier

KESTİRİMCİ BAKIMDA MAKİNE ÖĞRENMESİ: LİTERATÜR ARAŞTIRMASI

Dündar D. R., ÇİNAR E., SARIÇİÇEK İ., YAZICI A.
Eskişehir Osmangazi Üniversitesi mühendislik ve mimarlık fakültesi dergisi (online), vol.29, no.2, pp.256-276, 2021 (TRDizin)

KESTİRİMCİ BAKIMDA MAKİNE ÖĞRENMESİ: LİTERATÜR ARAŞTIRMASI

Dündar D. R., SARIÇİÇEK İ., ÇİNAR E., YAZICI A.
ESOGÜ Mühendislik Mimarlık Fakültesi Dergisi, vol.29, no.2, pp.256-276, 2021 (TRDizin) identifier

AN EXPERIMENTAL EVALUATION OF INTELLIGENT FAULT DETECTION AND CLASSIFICATION FOR INDUCTION MOTORS UTILIZING MACHINE LEARNING APPROACHES

KASAP M., ÇİNAR E., YAZICI A., ÖZKAN K.
ESOGÜ Müh Mim Fak Derg, vol.29, no.2, pp.126-136, 2021 (TRDizin) identifier

Otonom Taşıyıcı Araçlardaki Hataların Teşhisi için Evrişimli Sinir Ağları Tabanlı Çoklu Heterojen Sensörlerin Füzyon Yöntemi

Aşık S., Deniz E., ÇİNAR E.
Fırat Üniversitesi Mühendislik Bilimleri Dergisi, 2021 (TRDizin)

VERİ ODAKLI HATA TEŞHİS SİSTEMİ GELİŞTİRİLMESİ

Yılmaz M., Yazıcı A., Çinar E.
Eskişehir Osmangazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, vol.28, pp.289-298, 2020 (TRDizin) identifier

Development of a novel nanoindentation technique by utilizing a dual-probe AFM system

ÇİNAR E., Sahin F., Yablon D.
BEILSTEIN JOURNAL OF NANOTECHNOLOGY, vol.6, pp.2015-2027, 2015 (SCI-Expanded, Scopus) identifier identifier identifier

Piezo1 regulates mechanotransductive release of ATP from human RBCs

ÇİNAR E., Zhou S., DeCourcey J., Wang Y., Waugh R. E., Wan J.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol.112, no.38, pp.11783-11788, 2015 (SCI-Expanded, Scopus) Sustainable Development identifier identifier identifier

New classification techniques for electroencephalogram (EEG) signals and a real-time EEG control of a robot

ÇİNAR E., Sahin F.
NEURAL COMPUTING & APPLICATIONS, vol.22, no.1, pp.29-39, 2013 (SCI-Expanded, Scopus) identifier identifier

Papers Published in Refereed Scientific Meetings

RDF-Based Semantic for Condition Monitoring of Autonomous Mobile Robot

Yılmaz M., ÇİNAR E., YAZICI A.
2021 2nd International Informatics and Software Engineering Conference (IISEC), 16 December 2021, (Full Text) identifier identifier

The detection of bearing faults for induction motors by using vibration signals and machine learning

Irgat E., Çinar E., Ünsal A.
2021 IEEE 13th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED), Texas, United States Of America, 22 August 2021, (Full Text) identifier identifier

Performance Analysis of Fluid Antenna Multiple Access (FAMA) for 6G

Shah A. F. M. S., Karabulut M. A., Çinar E., M. Rabie K.
IEEE IEMCON 2024 , California, United States Of America, 24 - 26 October 2024, pp.1-6, (Full Text)

Optimization of Charging Prediction in Electric Vehicle Fleets: An Integrated Approach with EdgeAI and Data Flow Pipelines

Sevim E., Dalgıç U. E., Yılmaz M., Çinar E., Yazıcı A.
2024 32nd Signal Processing and Communications Applications Conference (SIU), Mersin, Turkey, 15 - 18 May 2024, pp.1-5, (Full Text) identifier

In-Vivo Fault Analysis and Real-Time Fault Prediction for RF Generators using State-of-the-art Classifiers

Chandrasheker G., Sahin F., ÇİNAR E., Radomski A., Daniel S.
2013 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC 2013), Manchester, United Kingdom, 13 - 16 October 2013, pp.1634-1639, (Full Text)

Real-Time Detection of Bearing Faults in Induction Motor Using Edge AI and Piezo Microphone

Akdağlı E., Çolak A. R., Şahin B., Erden M. B., Çinar E., Edizkan R.
8th International Symposium on Innovative Approaches in Smart Technologies, Ankara, Turkey, 6 - 08 December 2024, pp.1-6, (Full Text)

A System of Systems Analysis of a Multi-Probe SPM System

Çinar E., Sahin F.
2015 10th System of Systems Engineering Conference (SoSE), Texas, United States Of America, 17 - 20 May 2015, pp.117-121, (Full Text) identifier

System of Systems Approach to a Human Tracking Problem with Mobile Robots using a Single Security Camera

Bowen R., ÇİNAR E., Sahin F.
2009 FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTIONS IN SYSTEM ANALYSIS, DECISION AND CONTROL, Famagusta, 2 - 04 September 2009, pp.236, (Full Text) identifier

Run-to-Run Control Strategy of HARP Liner Thickness with Product Dependent Deposition Rates

Yi S., ÇİNAR E., Wang M., Lee Y., Minton P.
XXIX Advanced Process Control Conference, Austin, TX, United States Of America, 9 - 12 October 2017, (Summary Text)

EOG Controlled Mobile Robot Using Radial Basis Function Networks

ÇİNAR E., Sahin F.
2009 FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTIONS IN SYSTEM ANALYSIS, DECISION AND CONTROL, Famagusta, 2 - 04 September 2009, pp.51-54, (Full Text) identifier

A Comparison of Data Imputation Methods Utilizing Machine Learning for a New IoT System Platform

KALAY S., ÇİNAR E., SARIÇİÇEK İ.
2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), Turkey, 17 May 2022, (Full Text) identifier identifier

A Sensor Fusion Method using Deep Transfer Learning for Fault Detection in Equipment Condition Monitoring

ÇİNAR E.
16th International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2022, Biarritz, France, 8 - 12 August 2022, (Full Text) identifier

A New Approach for Nanoindentation Using Multiprobe AFM System

ÇİNAR E., Sahin F., Yablon D.
2014 IEEE 14TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY (IEEE-NANO), Toronto, Canada, 14 - 21 August 2014, pp.49-53, (Full Text) identifier

Graph-Based Anomaly Detection Approach for an Autonomous Mobile Robot

Yılmaz M., ÇİNAR E., YAZICI A.
10th International Conference on Advanced Technologies (ICAT'22), Turkey, 25 - 27 November 2022, (Summary Text)

A Study of Recent Classification Algorithms and a Novel Approach for EEG Data Classification

ÇİNAR E., Sahin F.
IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), İstanbul, Turkey, 10 - 13 October 2010, pp.3366-3372, (Full Text) identifier

Intelligient Fault Detection in Bearings Based on Transfer Learning Rulmanlarda Transfer Ögrenmeye Dayali Akilli Hata Tespiti

Kurt A. N., ÇİNAR E.
2022 Innovations in Intelligent Systems and Applications Conference, ASYU 2022, Antalya, Turkey, 7 - 09 September 2022, (Full Text) identifier

Books & Book Chapters

Hata Tespiti ve Kestirimci Bakım Uygulamalarında Yapay Zeka Kullanımı

ÇİNAR E., SARIÇİÇEK İ.
in: Yapay Zeka ve Büyük Veri Kitap Serisi 2: Endüstri 4.0 ve Yapay Zeka, Sağıroğlu Şeref, Demirezen Mustafa Umut, Yazıcı Ahmet, Editor, Nobel, Ankara, pp.243-266, 2021