Recent Hybrid Machine Learning Approaches in Wind Speed Forecasting—A Review
Journal of Economic Surveys, Temmuz 2025, ISSN: 0950-0804
KAHVECİ UĞUR BERKAY,BARUTÇU BURAK
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Wind Speed Forecasting with a Clustering-Based Deep Learning Model
MDPI AG, Vol. 12, Aralık 2022, ISSN: 2076-3417
KOSANOĞLU FUAT
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Short-term wind forecasting at a wind farm located on a mountainous terrain using WRF-LES
European Geosciences UnionGeneral Assembly 2018, 8 Nisan 2018
ERTEN ESRA
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High-resolution Wind Forecasting over Mountainous Terrains using WRF-LES
WECS 2017, 26 Haziran 2017
KİRKİL GÖKHAN,MENTEŞ ŞÜKRAN SİBEL,ERTEN ESRA,ÜNAL YURDANUR,EZBER YASEMİN,YILMAZ ERKAN
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High-resolution Wind Forecasting over Mountainous Terrains using WRF-LES
WECS 2017, 26 Haziran 2017
KİRKİL GÖKHAN,MENTEŞ ŞÜKRAN SİBEL,ERTEN ESRA,ÜNAL YURDANUR,EZBER YASEMİN,YILMAZ ERKAN
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High-resolution Wind Forecasting over Mountainous Terrains using WRF-LES
WECS 2017, 26 Haziran 2017
KİRKİL GÖKHAN,MENTEŞ ŞÜKRAN SİBEL,ERTEN ESRA,ÜNAL YURDANUR,EZBER YASEMİN,YILMAZ ERKAN
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Short-term wind power generation forecasting by coupling numerical weather prediction models and machine learning algorithms
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, İSTANBUL TEKNİK ÜNİVERSİTESİ, 2022
CEM ÖZEN
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Forecasting of wind power generation: A comparative study
LİSANSÜSTÜ EĞİTİM ENSTİTÜSÜ, BAHÇEŞEHİR ÜNİVERSİTESİ, 2024
SHER YAR KHAN
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Short-term and medium-term wind speed forecasting via adaptive neuro-fuzzy inference systems
FEN BİLİMLERİ ENSTİTÜSÜ, BAHÇEŞEHİR ÜNİVERSİTESİ, 2019
ALIREZA SHATERZADEH YAZDI
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Artificial Neural Networks Approach to Improving Wind Speed of Weather Research Forecasting (WRF) Simulation over Turkey
ATMOS 2019 9th International Symposium on Atmospheric Sciences, İstanbul/TÜRKİYE, 23 Ekim 2019, s. 419-428
AKYIL DUYGU, MENTEŞ ŞÜKRAN SİBEL, BARUTÇU BURAK, KAYTANCI TARIK, EZBER YASEMİN
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Forecasting of Wind Turbine Output Power with Artificial Neural Network in Izmir, Türkiye
14th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING (ELECO), 30 Kasım 2023
ŞEN ARDA, ANDİÇ CENK, AYDIN ESRA, PÜRLÜ MİKAİL, TÜRKAY BELGİN
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Recurrent Neural Networks Based Wind Speed Forecasting Models: A Case Study of Yalova
Journal of Intelligent Systems: Theory and Applications, Vol. 5, Ocak 2022, ISSN: 2651-3927
KİRİŞ ZELİHA NUR, BEYCA ÖMER FARUK, KOSANOĞLU FUAT
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Short-Term Wind Speed Forecasting System Using Deep Learning for Wind Turbine Applications
International Journal of Electrical and Computer Engineering, Vol. 10, No. 6, Aralık 2020, s. 5779-5784, ISSN: 2088-8708
ERDEMİR GÖKHAN,ZENGİN AYDIN TARIK,AKINCI TAHİR ÇETİN
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A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment
Neural Computing and Applications, Vol. 34, No. 1, Ağustos 2022, s. 783-812, ISSN: 0941-0643
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÇITAKOĞLU HATİCE, ÖZGER MEHMET
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Assessing the Performance of AES RuzgarSIM and Windsim Models in Short-Term Wind Power Forecasting in Manisa, Turkey.
6th Atmospheric Science Symposium, 24 Nisan 2013
ÜNAL EMEL,TAN ELÇİN,MENTEŞ ŞÜKRAN SİBEL,ÜNAL YURDANUR,EFE BAHTİYAR,İNCECİK SELAHATTİN,ÖNOL BARIŞ,EVREN ÖNER,ANBARCI KEREM,TOPÇU HATİCE SEMA,GÖKTEPE NUR,MERT SAYINTA,YILMAZ ERKAN
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A Short Term Wind Energy Prediction System for Turkey (SWEPS)
EWEA Wind Power Forecasting Technology Workshop, 3 Aralık 2013
MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR, İNCECİK SELAHATTİN, TAN ELÇİN, BARUTÇU BURAK, ÖNOL BARIŞ, ÜNAL EMEL, EFE BAHTİYAR, TOPÇU HATİCE SEMA, RÜSTEMOĞLU SEVİNÇ, ÖZDEMİR EMRAH TUNCAY, BORHAN YUNUS
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A new insight to the wind speed forecasting: robust multi-stage ensemble soft computing approach based on pre-processing uncertainty assessment
NEURAL COMPUTING & APPLICATIONS, Vol. 34, No. 1, Ocak 2022, ISSN: 0941-0643
BAŞAKIN EYYUP ENSAR, EKMEKCİOĞLU ÖMER, ÇITAKOĞLU HATİCE, ÖZGER MEHMET
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Recurrent Neural Networks Based Wind Speed Forecasting Models: A Case Study of Yalova
Journal of Intelligent Systems: Theory and Applications, Vol. 5, Ocak 2022, ISSN: 2651-3927
KİRİŞ ZELİHA NUR, BEYCA ÖMER FARUK, KOSANOĞLU FUAT
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Simulating the Impacts of Wind Farm Wake under the Changes in MYNN Planetary Boundary Layer Scheme in High Resolution Weather Research and Forecasting Model
Atmosphere, Vol. 13, No. 1838, Kasım 2022, s. 1-22, ISSN: 2073-4433
KAYTANCI TARIK, MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR
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Simulating the Impacts of Wind Farm Wake under the Changes in MYNN Planetary Boundary Layer Scheme in High Resolution Weather Research and Forecasting Model
atmosphere, Vol. 13, No. 1838, Kasım 2022, s. 1-21, ISSN: 2073-4433
KAYTANCI TARIK, MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR
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