Electricity Price Forecasting Using Recurrent Neural Networks
ENERGIES, Vol. 11, No. 5, Mayıs 2018, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
|
Forecasting Electricity Generation and Shares by Energy Resources by Time Series Analysis: A Case-Study of Turkey
ISPR 2020, İstanbul/TÜRKİYE, 24 Eylül 2020, s. 115, ISSN: 21954364 21954356
KONYALIOĞLU AZİZ KEMAL,ÇELİK NURİ
|
Electricity Price Forecasting Using Recurrent Neural Networks
ENERGIES, Vol. 11, No. 5, Mayıs 2018, ISSN: 1996-1073
UĞURLU UMUT,ÖKSÜZ İLKAY,TAŞ OKTAY
|
Efficient Data Usage for Neural-Network based Electricity Price Forecasting
40th International Symposium on Forecasting 2020, 25 Ekim 2020
GÜNDÜZ SALİH, UĞURLU UMUT, ÖKSÜZ İLKAY
|
Short term electrıcıty consumptıon forecastıng usıng long short-term memory cells
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2019
ANIL TÜRKÜNOĞLU
|
Electricity consumption forecasting of turkey usingrecurrent neural networks
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2020
FATEMEH GANDOMI TAJRAQ
|
Essays on electricity price modeling and forecasting
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
UMUT UĞURLU
|
Electricity consumption forecasting with artifical neural network for fast-moving consumer goods sector
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
GÜLFEM YEŞİL
|
Forecasting electricity prices in Turkey: A comparison of classical econometrics and machine learning techniques
Sosyal Bilimler Enstitüsü, İstanbul Teknik Üniversitesi, 2018
YUNUS EMRE KARAGÜLLE
|
A comparatıve analysıs of LSTM and XGBoost methods for day ahead electrıcıty prıce forecastıng
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2020
CAHİT URAL KÜKNER
|
Recurrent neural network based approaches for electricity consumption forecasting
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2018
ALPER TOKGÖZ
|
Short term electricity load forecasting with deep learning
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
İBRAHİM YAZICI
|
An Optimized Nonlinear Grey Bernoulli Model for Forecasting the Electricity Consumption During COVID-19 Pandemic: A Case for Turkey
INFUS 2021:International Conference on Intelligent and Fuzzy Systems, 24 Ağustos 2021, s. 649-656
KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE, ÖZCAN TUNCAY
|
Deep-learning-based short-term electricity load forecasting: A real case application
Engineering Applications of Artificial Intelligence, Vol. 109, Ocak 2022, ISSN: 0952-1976
YAZICI İBRAHİM, BEYCA ÖMER FARUK, DELEN DURSUN
|
An Optimized Nonlinear Grey Bernoulli Model for Forecasting the Electricity Consumption During COVID-19 Pandemic: A Case for Turkey
INFUS 2021:International Conference on Intelligent and Fuzzy Systems, 24 Ağustos 2021, s. 649-656
KONYALIOĞLU AZİZ KEMAL, BELDEK TUĞÇE, ÖZCAN TUNCAY
|
Fuzzy grey forecasting model optimized by moth-flame optimization algorithm for short time electricity consumption
Journal of Intelligent & Fuzzy Systems, Vol. 42, No. 1, Ocak 2022, s. 129-138, ISSN: 1064-1246
TANYOLAÇ BİLGİÇ CEYDA, BİLGİÇ BOĞAÇ, ÇEBİ FERHAN
|
A Combined Seasonal ARIMA and ANN Model for Improved Results in Electricity Spot Price Forecasting: Case Study in Turkey
PORTLAND INTERNATIONAL CONFERENCE ON MANAGEMENT OF ENGINEERING AND TECHNOLOGY (PICMET 2016): TECHNOLOGY MANAGEMENT FOR SOCIAL INNOVATION, Ocak 2016, s. 2681-2690, ISSN: 2159-5100
ÖZÖZEN AVNİ, KAYALICA MEHMET ÖZGÜR, KAYAKUTLU GÜLGÜN, MERCİER-LAURENT EUNİKA
|
A combined seasonal ARIMA and ANN model for improved results in electricity spot price forecasting Case study in Turkey
2016 Portland International Conference on Management of Engineering and Technology (PICMET), 4 Eylül 2016
AVNİ ÖZÖZEN,MARCEL KETTERER,KAYAKUTLU GÜLGÜN,KAYALİCA MEHMET ÖZGÜR
|
The Financial Effect of the Electricity Price Forecasts’ Inaccuracy on a Hydro-Based Generation Company
ENERGIES, Vol. 11, No. 8, Ağustos 2018, ISSN: 1996-1073
UĞURLU UMUT,KAYA AYCAN,TAŞ OKTAY,ÖKSÜZ İLKAY
|
Neural Network Based Model Comparison for Intraday Electricity Price Forecasting
Energies, Vol. 12, No. 23, Aralık 2019, s. 4557, ISSN: 1996-1073
ÖKSÜZ İLKAY,UĞURLU UMUT
|