Integrating autoencoder and decision tree models for enhanced energy consumption forecasting in microgrids: A meteorological data-driven approach in Djibouti
Results in Engineering, Vol. -1, Ekim 2024, ISSN: 25901230
FADOUL FATHİ FARAH,A. HASSAN ABDOULAZİZ,ÇAĞLAR RAMAZAN
|
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
|
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, KAYAKUTLU GÜLGÜN, KAYALICA MEHMET ÖZGÜR, KETTERER MARCEL
|
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
|
Artificial neural network models for forecasting intermittent monthly precipitation in arid regions
Meteorological Applications, Vol. 16, No. 3, Eylül 2009, s. 325-337, ISSN: 13504827
DAHAMSHEH AHMAD,AKSOY HAFZÜLLAH
|
Markov chain-incorporated and synthetic data-supported conditional artificial neural network models for forecasting monthly precipitation in arid regions
JOURNAL OF HYDROLOGY, Vol. 562, Temmuz 2018, s. 758-779, ISSN: 0022-1694
AKSOY HAFZÜLLAH,DAHAMSHEH AHMAD
|
Markov Chain Incorporated Artificial Neural Network Models for Forecasting Monthly Precipitation in Arid Regions
Arabian Journal for Science and Engineering, Vol. 39, No. 4, Nisan 2014, s. 2513-2524, ISSN: 1319-8025
DAHAMSHEH AHMAD,AKSOY HAFZÜLLAH
|
ANN Decision Tree and Regression Methods for Forecasting Monthly Lagged Lake Water Level
9th World Congress of EWRA: Water Resources Management in a Changing World: Challenges and Opportunities, İstanbul/TÜRKİYE, 10 Haziran 2015
VAHEDDOOST BABAK,AKSOY HAFZÜLLAH,ABGHARI HIRAD,ZARE SX
|
The selection of technology forecasting method using a multi criteria interval valued intuitionistic fuzzy group decision making approach
Computers & Industrial Engineering, Vol. 65, No. 2, Haziran 2013, s. 277-285, ISSN: 03608352
İNTEPE GİZEM,BOZDAĞ CAFER ERHAN,KOÇ VEHBİ TUFAN
|
Extended lead time accurate forecasting of palmer drought severity index using hybrid wavelet-fuzzy and machine learning techniques
JOURNAL OF HYDROLOGY, Vol. 601, Ekim 2021, ISSN: 0022-1694
ALTUNKAYNAK ABDÜSSELAM, JALİLZADNEZAMABAD AKBAR
|
A geodetic study of the 23 October 2011 Van, Turkey earthquake
TECTONOPHYSICS, Vol. 588, Mart 2013, s. 118-134, ISSN: 0040-1951
ALTINER YÜKSEL,SÖHNE WOLFGANG,GÜNEY CANER,PERLT JAMES,WANG RONGJİANG,MUZLİ MUZLİ
|
SPATIO-TEMPORAL ANALYSES TO ESTIMATE SPEEDINFORMATION FOR TRANSPORT FORECASTING ANDSCENARIO TESTING
FRESENIUS ENVIRONMENTAL BULLETIN, Vol. 26, No. 1/2017, Ocak 2017, s. 100-106, ISSN: 1018-4619
BIÇAKÇI YUNUS SERHAT,SARICA BEYTULLAH,PAKDİL METE ERCAN,YAZIRLI BATUHAN,DEMİREL HANDE
|
The Method for Forecasting Relative Humidity with Height
International Journal of Engineering Science and Computing, Vol. 7, No. 12, Aralık 2017, s. 15827-15827, ISSN: 2321-3361
YAVUZ VELİ,AKBAYIR İBRAHİM,ÖZEN CEM,DENİZ ALİ
|
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
|
A HEURISTICS-BASED METHOD FOR NEW PRODUCT FORECASTING
3. BİLSEL INTERNATIONAL SUMELA SCIENTIFIC RESEARCHES CONGRESS, 6 Nisan 2024
ÖZER MUAMMER,CEBECİ UFUK,TUNCER ÖZGE NUR
|
Major factors affecting soil radon emanation
NATURAL HAZARDS, Vol. 114, No. 2, Ocak 2022, s. 24, ISSN: 0921-030X
İNAN SEDAT, SEYİS CEMİL, YALÇIN MEHMET NAMIK
|
Adaptive decision fusion based framework for short-term wind speed and turbulence intensity forecasting: case study for North West of Turkey
TURKISH JOURNAL OF ELECTRICAL ENGINEERING COMPUTER SCIENCES, Vol. 25, Ocak 2017, s. 2770-2783, ISSN: 13000632
DİNÇKAL ÇİĞDEM,TÖREYİN BEHÇET UĞUR,KÜÇÜKALİ SERHAT
|
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
|
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
|
Electrical Load Forecasting Using Support Vector Machines a Case Study
International Review of Electrical Engineering-IREE, Vol. 6, No. 5, Ocak 2011, s. 2411-2418, ISSN: 1827-6660
DİLARA DEMREN,TÜRKAY BELGİN EMRE
|