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 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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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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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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Forecasting The Hydrodynamic Characteristics of The NREL 5 MW Jacket Platform Under Rogue Wave Effects By Using ANFIS
Intelligent and Fuzzy Systems Conference (INFUS 2026), İstanbul/TÜRKİYE, No. 151, 7 Temmuz 2026
NAMLI BARIŞ,BAYINDIR CİHAN,ÖZAYDIN FATİH,ALAN ALİ RIZA,ERDİK TARKAN,ALTINTAŞ AZMİ ALİ
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Time Series Forecasting of the Wake Effect in Floating Wind Turbines Using ANFIS
Intelligent and Fuzzy Systems Conference (INFUS 2026), İstanbul/TÜRKİYE, No. 149, 7 Temmuz 2026
NAMLI BARIŞ,BAYINDIR CİHAN
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Wind Speed Forecasting Based on Second Order Blind Identification and Autoregressive Model
Ninth International Conference on Machine Learning and Applications (ICMLA), Washington DC/AMERİKA BİRLEŞİK DEVLETLERİ, 12 Aralık 2010
FIRAT UMUT,ENGİN ŞEREF NACİ,SARAÇLAR MURAT,ERTÜZÜN AYŞİN
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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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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. 1-21, ISSN: 2073-4433
KAYTANCI TARIK, MENTEŞ ŞÜKRAN SİBEL, ÜNAL YURDANUR
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Short-term wind speed forecast for Urla wind power plant: A hybrid approach that couples weather research and forecasting model, weather patterns and SCADA data with comprehensive data preprocessing
Wind Engineering, Vol. 46, No. 5, Nisan 2022, s. 1526-1549, ISSN: 0309-524X
ÖZEN CEM, DENİZ ALİ
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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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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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