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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Natural Gas Consumption Forecasting using Particle Swarm Optimization based Grey Model
Avrasya Bilimler Akademisi Avrasya İşletme ve İktisat Dergisi, Vol. 1, No. 5, Nisan 2016, s. 88-96, ISSN: 2149-3545
ÖZCAN TUNCAY
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Grey Forecasting Models Optimized by Firefly Algorithm for Natural Gas Consumption Prediction in Turkey
18th International Conference on Environmental Science and Technology (CEST), Athens/YUNANİSTAN, 30 Ağustos 2023
ÖZCAN TUNCAY, KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE
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Retail Demand Forecasting Using Temporal Fusion Transformer
INFUS 2024: Intelligent and Fuzzy Systems, ÇANAKKALE/TÜRKİYE, No. 1090, 16 Temmuz 2024, s. 165-170
ESKI DORUK,KAYA TOLGA
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Demand Forecasting of a Company that Produces by Mass Customization with Machine Learning
In International Conference on Intelligent and Fuzzy Systems, 14 Ağustos 2021
KÖY EZGİ, KONYALIOĞLU AZİZ KEMAL, ÇEBİ FERHAN
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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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Market-Clearing Price Forecasting Using Keras in Turkish Day-Ahead Electricity Market
2022 IEEE 4TH GLOBAL POWER, ENERGY AND COMMUNICATION CONFERENCE (IEEE GPECOM2022), Nevsehir/TÜRKİYE, 14 Haziran 2022
PÜRLÜ MİKAİL, TÜRKAY BELGİN, ANDİÇ CENK, AYDIN ESRA, CANOL BİLAL, KÜÇÜKARSLAN BURAK, KÜÇÜKARSLAN BURAK
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A technology roadmap for sustainable energy infrastructure in case of natural disasters Handbook of Technological Forecasting and Roadmapping
2026, Edward Elgar Publishing
DAİM ÜNSAL TUĞRUL,KAYALICA MEHMET ÖZGÜR,ÇOLAK ÜNER,DÜZDAR İREM,YILDIRIM NİHAN,SÖNMEZTÜRK BOLATAN GÜLİN İDİL,AMİNİ DARYA,GÜVEN DENİZHAN,KORKMAZ ARDA,ELMAZ ALİ
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EMPIRICAL MODE DECOMPOSITION BASED GRADIENT BOOSTING ALGORITHM FOR SHOR TERM NATURAL GAS DEMAND FORECASTING
9. Uluslararası Akademik Araştırmalar Kongresi, 27 Eylül 2022
BEYCA ÖMER FARUK
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Forecasting monthly residential natural gas demand in two cities of Turkey using just-in-time-learning modeling
PLOS One, Vol. 20, No. 6, Haziran 2025, ISSN: 1932-6203
ALAKENT BURAK,IŞIKLI ERKAN,KADAİFÇİ YANMAZ ÇİĞDEM,TAŞPINAR TONGUÇ S.
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Forecasting of Natural Gas Consumption by Artificial Neural Networks in Konya Region
INERMA’17, II. International Energy Raw Materials and Energy Summit, İstanbul/TÜRKİYE, 27 Eylül 2017, s. 9-14
AKIN BURCU,BARUTÇU BURAK
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Data-driven ship berthing forecasting for cold ironing in maritime transportation
APPLIED ENERGY, Vol. 326, Kasım 2022, ISSN: 0306-2619
ABU BAKAR NUR NAJİHAH, BAZMOHAMMADİ NAJMEH, ÇİMEN HALİL, UYANIK TAYFUN, VAZQUEZ JUAN C., GUERRERO JOSEP M.
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Forecasting commercial real estate indicators under COVID-19 by adopting human activity using social big data
Asia-Pacific Journal of Regional Science, Vol. 6, Ağustos 2022, ISSN: 2509-7946
TAŞÇILAR MARAL, ARSLANLI KEREM YAVUZ
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A Combined Seasonal ARIMA and ANN Model for Improved Results in Electricity Spot Price Forecasting Case Study in Turkey
PICMET ’xx16, 4 Eylül 2016
ÖZÖZEN AVNİ,KAYAKUTLU GÜLGÜN,KETTERER MARCEL,KAYALICA MEHMET ÖZGÜR
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Application of ANN for Short Term Forecasting of Wind Power Density
XV International Scientific Conference, Renewable Energy & Innovative Technologies, 10 Haziran 2016
AKINCI TAHİR ÇETİN,NOĞAY HIDIR SELÇUK,GUSEİNOVİENE ELEONORA,JELENA DİKUN,ŞEKER ŞAHİN SERHAT
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Comment on “Comparison of the Ability of ARIMA, WNN and SVM Models for Drought Forecasting in the Sanjiang Plain, China” by Yuhu Zhang, Huirong Yang, Hengjian Cui, and Qiuhua Chen, in Natural Resources Research DOI: 10.1007/s11053-019-09512-6
Natural Resources Research, Vol. 29, No. 2, Nisan 2020, s. 1465-1467, ISSN: 1520-7439
BAŞAKIN EYYUP ENSAR,EKMEKCİOĞLU ÖMER
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Performance Evaluation of the Short Term Forecasting GHI by WRF in Turkey
COST WIRE Status Workshop, Budapeşte/MACARİSTAN, 10 Ekim 2013
TANRIÖVER ŞEYDA,KAHRAMAN ABDULLAH,İNCECİK SALAHATTİN,KAHYA CEYHAN,TOPÇU HATİCE SEMA,AKSOY BÜLENT
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Sales forecasting by artificial neural networks for the apparel retail chain stores An application
Journal of Intelligent Fuzzy Systems, Aralık 2020, ISSN: ISSN 1875-8967
ÇAĞLAYAN NADİDE,SATOĞLU ŞULE ITIR,CAN EMİNE NİSA
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TARBiL sensor network and data fusion system for continuous time crop yield monitoring in Turkey
JRC – MARS Unit, EIA Workshop on crop yield forecasting in South East Europe, Üsküp/MAKEDONYA, 1 Ekim 2013
ÜSTÜNDAĞ BURAK BERK
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Forecasting land cover growth using remotely sensed data A case study of the Igneada protection area in Turkey
environmental monitoring and assessment, Vol. 187, No. 3, Şubat 2015, s. 59
BOZKAYA GONCA,BEKTAŞ BALÇIK FİLİZ,GÖKSEL ÇİĞDEM,EŞBAH TUNÇAY HAYRİYE
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