Transfer learning for electricity price forecasting
SUSTAINABLE ENERGY GRIDS & NETWORKS, Vol. 34, Ocak 2023, s. 13, ISSN: 2352-4677
GÜNDÜZ SALİH, UĞURLU UMUT, ÖKSÜZ İLKAY
|
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
|
Electricity consumption forecasting of turkey usingrecurrent neural networks
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2020
FATEMEH GANDOMI TAJRAQ
|
Short term electrıcıty consumptıon forecastıng usıng long short-term memory cells
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2019
ANIL TÜRKÜNOĞLU
|
Essays on electricity price modeling and forecasting
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
UMUT UĞURLU
|
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
|
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
|
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, Istanbul/TÜRKİYE, 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
|
Empirical mode decomposition based denoising method with support vector regression for time series prediction: A case study for electricity load forecasting
Measurement, Vol. 103, Haziran 2017, s. 52-61, ISSN: 02632241
YASLAN YUSUF,BİCAN BAHADIR
|
Load Forecasting Using Multivariate Adaptive Regression Splines for Turkish Electricity System
28th European Conference on Operational Research (EURO 2016), POZNAN/POLONYA, 3 Temmuz 2016
NALÇACI GAMZE, ÖZMEN AYŞE, WEBER GERHARD WİEHELM, GÜL ÖMER MELİH
|
Electricity consumption forecasting using fuzzy time series
. IEEE 13th International Symposium on Computational Intelligence and Informatics (CINTI), 20 Kasım 2012, s. 245-249
BOLTÜRK EDA,ÖZTAYŞİ BAŞAR,UÇAL SARI İREM
|
Market-Clearing Price Forecasting Using Keras in Turkish Day-Ahead Electricity Market
2022 IEEE 4th Global Power, Energy and Communication Conference (GPECOM), Vol. 1, No. 1, 14 Haziran 2022, s. 517-522
PÜRLÜ MİKAİL, TÜRKAY BELGİN, ANDİÇ CENK, AYDIN ESRA, CANOL BİLAL, KÜÇÜKASLAN BURAK
|