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Bayram Köse Asst. Prof. Dr. İZMİR BAKIRÇAY ÜNİVERSİTESİ, Mühendislik ve Mimarlık Fakültesi, Elektrik Elektronik Mühendisliği
Publication 16 Review 19 CrossRef Cited 16 TR Dizin Cited 1
16 Publication
19 Review
16 CrossRef Cited
1 TR Dizin Cited
0000-0003-0256-5921

Research Fields

Modelling and Simulation Power Plants Artificial Intelligence Wind Energy Systems Electrical Energy Generation (Incl. Renewables, Excl. Photovoltaics) Renewable Energy Resources

Institution

İZMİR BAKIRÇAY ÜNİVERSİTESİ, Mühendislik ve Mimarlık Fakültesi, Elektrik Elektronik Mühendisliği

Popular Publications

SOLUTION OF THE TRAVELING SALESMAN PROBLEM IN PACKAGE DISTRIBUTION WITH DRONE WITH GENETICS AND PARTICLE SWARM OPTIMIZATION ALGORITHMS
Authors: Enes Buğra Acar , Cumali Karabey , Bayram Köse
Published: 2023 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1249391
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1614

1

1

1614

PERFORMANCE COMPARISON OF FIXED-POINT ITERATION METHOD AND TEACHING-LEARNING BASED OPTIMISATION: A STUDY ON NONLINEAR EQUATION SYSTEMS
Authors: Bahar Demirtürk , Bayram Köse , Şükran Konca
Published: 2025 , Journal of Universal Mathematics
DOI: 10.33773/jum.1551816
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 401

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1

401

Two Approaches For Solving Nonlinear Equation Systems: Newton Raphson and Red Fox
Authors: Bayram Köse , Bahar Demirtürk , Şükran Konca
Published: 2025 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1570735
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 707

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707

Publications

RAINFALL PREDICTION USING THE TEMPORAL FUSION TRANSFORMER (TFT) METHOD
Authors: Serkan Ansay , Bayram Köse
Published: 2026 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1787789
FAVORITE 0 TOTAL DOWNLOAD COUNT 156

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156

Forecasting Wind Speed with Autoregressive and Long-Short Term Memory Neural Network Models
Authors: Serkan Ansay , Bayram Köse , İbrahim Işıklı , Ceyda Mülayim , Bekir Ertilav
Published: 2025 , Journal of AI
DOI: 10.61969/jai.1789834
FAVORITE 0 TOTAL DOWNLOAD COUNT 397

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397

Performance comparison of heart disease detection with machine learning algorithms
Authors: Bekir Can Telkenaroğlu , Bahar Demirtürk , Bayram Köse
Published: 2025 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 399

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399

Two Approaches For Solving Nonlinear Equation Systems: Newton Raphson and Red Fox
Authors: Bayram Köse , Bahar Demirtürk , Şükran Konca
Published: 2025 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1570735
FAVORITE 1 TOTAL DOWNLOAD COUNT 707

1

707

RÜZGAR ENERJİSİ SAHALARINDA İŞ SAĞLIĞI VE GÜVENLİĞİ ÇALIŞMALARI
Authors: Bayram Köse , Can Uzun , Ahmet Orhan İnci
Published: 2025 , Mühendis ve Makina
DOI: 10.46399/muhendismakina.1511599
FAVORITE 0 TOTAL DOWNLOAD COUNT 907

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907

PERFORMANCE COMPARISON OF FIXED-POINT ITERATION METHOD AND TEACHING-LEARNING BASED OPTIMISATION: A STUDY ON NONLINEAR EQUATION SYSTEMS
Authors: Bahar Demirtürk , Bayram Köse , Şükran Konca
Published: 2025 , Journal of Universal Mathematics
DOI: 10.33773/jum.1551816
FAVORITE 1 TOTAL DOWNLOAD COUNT 401

1

401

Green Campus Certification and Sustainability Relations: Case of Izmir Bakircay University
Authors: Bayram Köse , Serkan Ansay , Tarkan Akderya , Gülbahar Tabakoğlu , Kadir Hızıroğlu , Mustafa Berktaş
Published: 2024 , TÜBA Higher Education Research/Review
DOI: 10.53478/yuksekogretim.1338404
FAVORITE 0 TOTAL DOWNLOAD COUNT 2363

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2363

Estimation of Weibull Probability Distribution Parameters with Optimization Algorithms and Foça Wind Data Application
Authors: Bayram Köse , İbrahim Işıklı , Mehmet Sagbas
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1311992
FAVORITE 0 TOTAL DOWNLOAD COUNT 1080

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1080

RÜZGAR ENERJİSİ GÜÇ YOĞUNLUĞU TAHMİNİNDE OPTİMUM WEİBULL OLASILIK DAĞILIM PARAMETRELERİNİN ELDE EDİLMESİ İÇİN İSTATİSTİK, MATEMATİK VE FİZİK TABANLI ALGORİTMALARIN KARŞILAŞTIRMALI ANALİZİ: LORAS VE FOÇA ÖRNEKLERİ
Authors: Bayram Köse , Bekir Can Telkenaroğlu , Bahar Demirtürk
Published: 2024 , Journal of Thermal Science and Technology
DOI: 10.47480/isibted.1494029
FAVORITE 0 TOTAL DOWNLOAD COUNT 1521

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1521

Precipitation Forecast with Artificial Neural Networks Method
Authors: Serkan Ansay , Bayram Köse
Published: 2023 , Journal of AI
DOI: 10.61969/jai.1310918
FAVORITE 0 TOTAL DOWNLOAD COUNT 890

0

890

SOLUTION OF THE TRAVELING SALESMAN PROBLEM IN PACKAGE DISTRIBUTION WITH DRONE WITH GENETICS AND PARTICLE SWARM OPTIMIZATION ALGORITHMS
Authors: Enes Buğra Acar , Cumali Karabey , Bayram Köse
Published: 2023 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1249391
FAVORITE 1 TOTAL DOWNLOAD COUNT 1614

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1614

Design of wind speed and direction measurement device using laser-based sensors
Authors: İbrahim Işıklı , Bayram Köse , Mehmet Sagbas
Published: 2023 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1276016
FAVORITE 0 TOTAL DOWNLOAD COUNT 1232

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1232

Rüzgar hız dağılımı modelinin Yusufcuk algoritması ile parametre tahminlemesi
Authors: Bayram Köse , Hilmi Aygün , Semih Pak
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.935689
FAVORITE 0 TOTAL DOWNLOAD COUNT 1160

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1160

On Combining with Fourier Transform and Adomian Methods to solve the Riccati Equations
Authors: Bayram Köse
Published: 2021 , Uşak University Journal of Science and Natural Sciences
DOI: 10.47137/usufedbid.891331
FAVORITE 0 TOTAL DOWNLOAD COUNT 676

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676

ASSESSMENT OF WIND CHARACTERISTICS AND WIND ENERGY POTENTIAL IN WEST BLACK SEA REGION OF TURKEY
Authors: Bayram Köse , M. Tahir Guneser
Published: 2019 , Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering
DOI: 10.18038/estubtda.624359
FAVORITE 0 TOTAL DOWNLOAD COUNT 1209

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1209

AN OVERVIEW OF THE PROBABILITY DISTRIBUTION FUNCTIONS FOR FORECASTING OF WIND ENERGY POTENTIAL AND KARABÜK WIND DATA APPLICATION
Authors: Bayram Köse , Ahmet Küçük , Bülent Ordu , Yusuf Çay
Published: 2015 , Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1156

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1156

Articles published in
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering
Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering
Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering
Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of AI
Journal of AI
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Thermal Science and Technology
Journal of Thermal Science and Technology
Journal of Universal Mathematics
Journal of Universal Mathematics
Mühendis ve Makina
Mühendis ve Makina
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
TÜBA Higher Education Research/Review
TÜBA Higher Education Research/Review
Uşak University Journal of Science and Natural Sciences
Uşak University Journal of Science and Natural Sciences

Reviews

Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
Gazi University Journal of Science
Gazi University Journal of Science
International Journal of 3D Printing Technologies and Digital Industry
International Journal of 3D Printing Technologies and Digital Industry
International Journal of Energy Studies
International Journal of Energy Studies
Journal of AI
Journal of AI
Journal of Anadolu Bil Vocational School of Higher Education
Journal of Anadolu Bil Vocational School of Higher Education
Journal of Emerging Computer Technologies
Journal of Emerging Computer Technologies
Journal of Energy Systems
Journal of Energy Systems
Journal of Polytechnic
Journal of Polytechnic
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
The Black Sea Journal of Sciences
The Black Sea Journal of Sciences
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology

Publications

Green Campus Certification and Sustainability Relations: Case of Izmir Bakircay University
Authors: Bayram Köse , Serkan Ansay , Tarkan Akderya , Gülbahar Tabakoğlu , Kadir Hızıroğlu , Mustafa Berktaş
Published: 2024 , TÜBA Higher Education Research/Review
DOI: 10.53478/yuksekogretim.1338404
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2363

1

0

2363

Estimation of Weibull Probability Distribution Parameters with Optimization Algorithms and Foça Wind Data Application
Authors: Bayram Köse , İbrahim Işıklı , Mehmet Sagbas
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1311992
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1080

1

0

1080

RÜZGAR ENERJİSİ GÜÇ YOĞUNLUĞU TAHMİNİNDE OPTİMUM WEİBULL OLASILIK DAĞILIM PARAMETRELERİNİN ELDE EDİLMESİ İÇİN İSTATİSTİK, MATEMATİK VE FİZİK TABANLI ALGORİTMALARIN KARŞILAŞTIRMALI ANALİZİ: LORAS VE FOÇA ÖRNEKLERİ
Authors: Bayram Köse , Bekir Can Telkenaroğlu , Bahar Demirtürk
Published: 2024 , Journal of Thermal Science and Technology
DOI: 10.47480/isibted.1494029
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1521

1

0

1521

Precipitation Forecast with Artificial Neural Networks Method
Authors: Serkan Ansay , Bayram Köse
Published: 2023 , Journal of AI
DOI: 10.61969/jai.1310918
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 890

4

0

890

SOLUTION OF THE TRAVELING SALESMAN PROBLEM IN PACKAGE DISTRIBUTION WITH DRONE WITH GENETICS AND PARTICLE SWARM OPTIMIZATION ALGORITHMS
Authors: Enes Buğra Acar , Cumali Karabey , Bayram Köse
Published: 2023 , Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.54365/adyumbd.1249391
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 1614

1

1

1614

Rüzgar hız dağılımı modelinin Yusufcuk algoritması ile parametre tahminlemesi
Authors: Bayram Köse , Hilmi Aygün , Semih Pak
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.935689
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1160

5

0

1160

ASSESSMENT OF WIND CHARACTERISTICS AND WIND ENERGY POTENTIAL IN WEST BLACK SEA REGION OF TURKEY
Authors: Bayram Köse , M. Tahir Guneser
Published: 2019 , Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering
DOI: 10.18038/estubtda.624359
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1209

3

0

1209

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