Prof. YUSUF SÖNMEZ

Publication Network

Published journal articles indexed by SCI, SSCI, and AHCI

Fitness-distance balance based artificial ecosystem optimisation to solve transient stability constrained optimal power flow problem

Sönmez Y., Duman S., Kahraman H. T., Kati M., Aras S., Güvenç U.

JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE , vol.36, no.5, pp.745-784, 2024 (SCI-Expanded)

A powerful meta-heuristic search algorithm for solving global optimization and real-world solar photovoltaic parameter estimation problems

Duman S., KAHRAMAN H. T., SÖNMEZ Y., GÜVENÇ U., Kati M., ARAS S.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , vol.111, 2022 (SCI-Expanded) Sustainable Development

Estimation of Smooth and Non-smooth Fuel Cost Function Parameters Using Improved Symbiotic Organisms Search Algorithm

SÖNMEZ Y., Unal M.

JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY , vol.15, no.1, pp.13-25, 2020 (SCI-Expanded)

Symbiotic organisms search algorithm for economic load dispatch problem with valve-point effect

Guvenc U., Dumana S., Sonmez Y., KAHRAMAN H. T., Dosoglu M. K.

SCIENTIA IRANICA , vol.25, no.6, pp.3490-3506, 2018 (SCI-Expanded)

Design and implementation of real-time monitoring and control system supported with IOS/Android application for industrial furnaces

YILMAZ C., YILMAZ E. N., Isik M. F., Usalan M. A. S., SÖNMEZ Y., ÖZDEMİR V.

IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING , vol.13, no.9, pp.1236-1244, 2018 (SCI-Expanded) Sustainable Development

Enhancement of demagnetization control for low-voltage ride-through capability in DFIG-based wind farm

Dosoglu M. K., GÜVENÇ U., SÖNMEZ Y., YILMAZ C.

ELECTRICAL ENGINEERING , vol.100, no.2, pp.491-498, 2018 (SCI-Expanded) Sustainable Development

Symbiotic organisms search optimization algorithm for economic/emission dispatch problem in power systems

Dosoglu M. K., GÜVENÇ U., Duman S., SÖNMEZ Y., KAHRAMAN H. T.

NEURAL COMPUTING & APPLICATIONS , vol.29, no.3, pp.721-737, 2018 (SCI-Expanded) Sustainable Development

Precision Irrigation System (PIS) Using Sensor Network Technology Integrated with IOS/Android Application

IŞIK M. F., SÖNMEZ Y., YILMAZ C., ÖZDEMİR V., YILMAZ E. N.

APPLIED SCIENCES-BASEL , vol.7, no.9, 2017 (SCI-Expanded) Sustainable Development

Symbiotic organisms search algorithm for dynamic economic dispatch with valve-point effects

SÖNMEZ Y., KAHRAMAN H. T., Dosoglu M. K., GÜVENÇ U., Duman S.

JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE , vol.29, no.3, pp.495-515, 2017 (SCI-Expanded)

Estimation of fuel cost curve parameters for thermal power plants using the ABC algorithm

SÖNMEZ Y.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.21, pp.1827-1841, 2013 (SCI-Expanded) Sustainable Development

Combined economic and emission dispatch solution using gravitational search algorithm

Guvenc U., SÖNMEZ Y., Duman S., Yorukeren N.

SCIENTIA IRANICA , vol.19, no.6, pp.1754-1762, 2012 (SCI-Expanded)

Optimal power flow using gravitational search algorithm

Duman S., GÜVENÇ U., SÖNMEZ Y., YÖRÜKEREN N.

ENERGY CONVERSION AND MANAGEMENT , vol.59, pp.86-95, 2012 (SCI-Expanded)

Optimal reactive power dispatch using a gravitational search algorithm

Duman S., SÖNMEZ Y., Guvenc U., Yorukeren N.

IET GENERATION TRANSMISSION & DISTRIBUTION , vol.6, no.6, pp.563-576, 2012 (SCI-Expanded)

A data fusion framework with novel hybrid algorithm for multi-agent Decision Support System for Forest Fire

ELMAS Ç., SÖNMEZ Y.

EXPERT SYSTEMS WITH APPLICATIONS , vol.38, no.8, pp.9225-9236, 2011 (SCI-Expanded) Sustainable Development

An Educational Tool for Power Electronics Circuits

ELMAS Ç., SÖNMEZ Y.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , vol.18, no.1, pp.157-165, 2010 (SCI-Expanded) Sustainable Development

Articles Published in Other Journals

Design and Performance Analysis of an Outer-Rotor PMaSynRM

YENİPINAR B., SAYGIN A., Sönmez Y., YILMAZ c., OCAK C.

Gazi Üniversitesi Fen Bilimleri Dergisi Part C: Tasarım ve Teknoloji , vol.12, no.1, pp.148-156, 2024 (Peer-Reviewed Journal)

Short-term electric energy load forecasting of Ankara Region using artificial intelligence methods

Akman T., YILMAZ C., SÖNMEZ Y.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.26, pp.1517-1531, 2023 (ESCI)

Makine Öğrenmesi Modelleri ile Ön lisans Öğrencilerinin Hangi Lise Türünden Mezun Olduklarının Tahmin Edilmesi

KÜÇÜKERDEM H., SÖNMEZ Y., YILMAZ C., SAYAN H. H.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.9, no.6, pp.343-353, 2021 (Peer-Reviewed Journal)

Android Malware Analysis and Benchmarking with Deep Learning

Kural T., Sönmez Y., Dener M.

Düzce University Journal of Science and Technology , vol.9, no.6, pp.289-302, 2021 (Peer-Reviewed Journal)

Performance Analysis of Machine Learning Algorithms for Malware Detection by Using CICMalDroid2020 Dataset

Sönmez Y., Salman M., Dener M.

Düzce University Journal of Science and Technology , vol.9, no.6, pp.280-288, 2021 (Peer-Reviewed Journal)

Performance Analysis of Machine Learning Algorithms in Intrusion Detection Systems

ÇİMEN F. M., SÖNMEZ Y., İLBAŞ M.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , vol.9, no.6, pp.251-258, 2021 (Peer-Reviewed Journal)

Analysis, Test and Management of the Meta-Heuristic Searching Process: An Experimental Study on SOS

Kahraman H. T., Aras S., SÖNMEZ Y., GÜVENÇ U., Gedikli E.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.23, no.2, pp.445-455, 2020 (ESCI) Sustainable Development

Rulet Tekerleği Yöntemi Kullanılarak Simbiyotik Organizmalar Arama Algoritmasının Geliştirilmesi

SÖNMEZ Y., MESUT Ü.

Uluslararası Teknolojik Bilimler Dergisi , vol.11, no.3, pp.186-200, 2019 (Peer-Reviewed Journal)

Estimation of Modelling Parameters for tool wear on turning of Ti6Al4V by using Gravitational Search Algorithm

MAVİ A., ÖZDEN S., SÖNMEZ Y., KORKUT İ.

International Journal of Mechanical and Production Engineering (IJMPE) , vol.6, no.6, pp.78-81, 2018 (Peer-Reviewed Journal)

Parameters Estimation of Linear, Quadratic and Exponential Models for Energy Demand Forecasting by Using ABC Algorithm

ÖZDEN S., SÖNMEZ Y., MAVİ A., ÖZDEMİR V.

International Journal of Electrical, Electronics and Data Communication , vol.6, no.6, pp.12-15, 2018 (Peer-Reviewed Journal)

DESIGN PARAMETERS OPTIMIZATION OF ASYNCHRONOUSMOTOR BY USING ARTIFICIAL BEE COLONY ALGORITHM ANDINVESTIGATING EFFECTS OF USING DIFFERENT FITNESSFUNCTIONS ON EFFICIENT

SÖNMEZ Y., Yenpınar B., YILMAZ C., OCAK C.

International Journal of Electrical, Electronics and Data Communication , vol.6, no.6, pp.16-19, 2018 (Peer-Reviewed Journal)

Optimizing the Rotor Slot Dimensions of Asynchronous Motor Using Different Optimization Methods and Investigating Effects on the Motor Performance

Yenipinar B., YILMAZ C., SÖNMEZ Y., IŞIK M. F.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.21, no.1, pp.1-6, 2018 (ESCI)

Meta-Sezgisel Arama Algoritmalarının Test Edilmesi İçin Yeni Yöntemlerin Geliştirilmesi

ARAS S., KAHRAMAN H. T., SÖNMEZ Y., GÜVENÇ U.

İleri Teknoloji Bilimleri Dergisi , vol.6, no.2, pp.1-8, 2017 (Peer-Reviewed Journal)

Controlling of a 3 Phased Asynchronous Motor over Profibus Network

YILMAZ C., KORKMAZ Y., SÖNMEZ Y., BULUT L., IŞIK M. F.

International Journal of Electronics and Electrical Engineering , 2016 (Peer-Reviewed Journal)

Improvement of Buck Converter Performance Using Artificial Bee Colony Optimized PID Controller

SÖNMEZ Y., AYYILDIZ Ö., KAHRAMAN H. T., GÜVENÇ U., DUMAN S.

Journal of Automation and Control Engineering , vol.3, no.4, pp.304-310, 2015 (Peer-Reviewed Journal)

START UP CURRENT CONTROL OF BUCK BOOST CONVERTER FED SERIAL DC MOTOR

DURSUN M., SÖNMEZ Y., GÜVENÇ U., YILMAZ C.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.15, no.2, pp.278-283, 2010 (Peer-Reviewed Journal)

Anahtarlamalı Relüktans Motorun Doğrudan Moment Denetimi

GÜVENÇ U., SÖNMEZ Y., YILMAZ C., SAYAN H. H.

JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI , vol.12, no.4, pp.221-224, 2009 (Peer-Reviewed Journal)

Refereed Congress / Symposium Publications in Proceedings

Optimization of PMSM Design ParametersUsing Update Meta-heuristic Algorithms

YILMAZ C., Yenpınar B., SÖNMEZ Y., OCAK C.

InternationalConference on Artificial Intelligenceand Applied Mathematics in Engineering, 20 - 22 June 2019, pp.914-934

Developing a Hybrid Network Architecture for Deep Convolutional Neural Networks

SAYAN H. H., Tekgözoğlu Ö. F., SÖNMEZ Y., Turan B.

InternationalConference on Artificial Intelligenceand Applied Mathematics in Engineering, 20 - 22 June 2019, pp.750-757

Sanal Güç Santralleri ve Simülasyonu

YILMAZ C., SÖNMEZ Y., KAHRAMAN H. T., IŞIK M. F., uygun h. a.

V. Uluslararası Multidisipliner Çalışmaları Sempozyumu, 16 - 17 November 2018, vol.2, pp.119-126

Ethernet/GSM İle Uzaktan Kompanzasyon Takip Sistemi

YILMAZ C., IŞIK M. F., KAHRAMAN H. T., SÖNMEZ Y., Bilgi İ. A.

V. Uluslararası Multidisipliner Çalışmaları Sempozyumu, 16 - 17 November 2018, vol.2, pp.127-130

Haar Dalgacık Sinir Ağı Modeli

PALA T., YÜCEDAĞ İ., KAHRAMAN H. T., GÜVENÇ U., SÖNMEZ Y.

International Conference on Artificial Intelligence and Data Processing, 28 - 30 September 2018

El Yazısı Rakam Tanıma Problemi için Havuzlama Yöntemlerinin Karşılaştırılması

PALA T., GÜVENÇ U., KAHRAMAN H. T., YÜCEDAĞ İ., SÖNMEZ Y.

International Conference on Artificial Intelligence and Data Processing, 28 - 30 September 2018

Fuel cost function parameter optimization by using gravitational search algorithm

SÖNMEZ Y., GÜVENÇ U., YILMAZ C., KAHRAMAN H. T.

7 th International Conference on Advanced Technologies (ICAT’18), 28 April - 01 May 2018

Development and testing of meta heuristic regression tool

KAHRAMAN H. T., ARAS S., SÖNMEZ Y., GÜVENÇ U.

7 th International Conference on Advanced Technologies (ICAT’18), 28 April - 01 May 2018

Obtaining Linear Equations by Regression Method for Color Management

YAVUZ V., ÖZDEN S., SÖNMEZ Y.

International Conference on Recent Advances in Engineering and Technology (ICRAET), Bangkok, Thailand, 11 - 12 April 2018, vol.6, pp.13-16

Meta-Sezgisel Algoritmalarda Tasarım Desenlerinin Keşfedilmesi

KAHRAMAN H. T., ARAS S., GÜVENÇ U., SÖNMEZ Y.

International Engineering Research Symposium, Antalya, Turkey, 11 - 13 September 2017, pp.155-165

Desen Tanıma Yöntemiyle Kara Mayınlarının Algılanması ve Sınıflandırılması

YILMAZ C., KAHRAMAN H. T., SÖNMEZ Y., SÖYLER S.

IV. International Multidisciplinary Congress of Eurasia, 23 - 25 August 2017

MAYIN DEDEKTÖRÜ TEST SİMÜLATÖRÜ TASARIM VE UYGULAMASI

YILMAZ C., SÖYLER S., KAHRAMAN H. T., IŞIK M. F., SÖNMEZ Y.

I. ULUSLARARASI TÜRK DÜNYASIMÜHENDİSLİK VE FEN BİLİMLERİ KONGRESİ, Antalya, Turkey, 7 - 10 December 2017, pp.198-202

Küçük Güçlü Rüzgâr Türbinleri İçin Dış Rotorlu Kalıcı Mıknatıslı Bir Senkron Generatöre Ait Mıknatıs OptimizasyonununGerçekleştirilmesi

YENİPINAR B., YILMAZ C., OCAK C., SÖNMEZ Y.

9. Yenilenebilir Enerji Kaynakları Sempozyumu ve Sergisi, Turkey, 3 - 05 November 2017

Books & Book Chapters

RÜZGAR TÜRBİNLERİ İÇİN KALICI MIKNATISLI SENKRONGENERATÖR PARAMETRELERİNİN SİMBİYOTİK ORGANİZMAARAMA ALGORİTMASI İLE ÇOK AMAÇLI OPTİMİZASYONU

Sönmez Y., Yılmaz C., Yenpınar B., Ocak C.

in: Mühendislik ve Mimarlık Çalışmaları 2018, Nizamettin Çiftçi,Yusuf Yanar, Editor, Çizgi Kitabevi Yayınları, Ankara, pp.48-56, 2018

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UN Sustainable Development Goals

Publications & Works