Enhancing photovoltaic system performance through NARX-LSTM forecasting and neuro-controller based MPPT techniques
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2024
OUBAH ISMAN OKIEH
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Electricity consumption forecasting of turkey usingrecurrent neural networks
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2020
FATEMEH GANDOMI TAJRAQ
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Recurrent neural network based approaches for electricity consumption forecasting
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2018
ALPER TOKGÖZ
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A comparatıve analysıs of LSTM and XGBoost methods for day ahead electrıcıty prıce forecastıng
Enerji Enstitüsü, İstanbul Teknik Üniversitesi, 2020
CAHİT URAL KÜKNER
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Essays on electricity price modeling and forecasting
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
UMUT UĞURLU
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Dynamics of emerging equity markets volatilities and forecasting performance of existing models
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2013
ZEYNEP İLTÜZER
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An adaptive forecasting methodology by utilizing change point detection technique on time series
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2020
ALI NASER NAEIMI AVVAL
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Short-term forecasting of wind power production using machine learning and deep learning methods
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2018
FEYRUZ AKSOY
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Forecasting palmer drought severity index using hybrid wavelet-heuristic models
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
AKBAR JALILZADNEZAMABAD
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Forecasting electricity prices in Turkey: A comparison of classical econometrics and machine learning techniques
Sosyal Bilimler Enstitüsü, İstanbul Teknik Üniversitesi, 2018
YUNUS EMRE KARAGÜLLE
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Electricity consumption forecasting with artifical neural network for fast-moving consumer goods sector
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
GÜLFEM YEŞİL
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Energy demand forecasting in fog computing based microgrids using ensemble learning
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2021
TUĞÇE KESKİN
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New model for forecasting financial data
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2019
ÖZGÜN SEYMEN UZUN
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VOLATILITY IN OIL PRICES: MULTIVARIATE NONLINEAR FORECASTING
Sosyal Bilimler Enstitüsü, İstanbul Bilgi Üniversitesi, 2007
HÜSEYİN SAYLAN
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Short term electricity load forecasting with deep learning
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
İBRAHİM YAZICI
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Forecasting of renewable power generation in European markets via long short-term memory neural networks
Lisansüstü Eğitim Enstitüsü, Bahçeşehir Üniversitesi, 2022
ALPER ÜNAL
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Day ahead forecasting of photovoltaic power generation via machine learning models
Lisansüstü Eğitim Enstitüsü, Bahçeşehir Üniversitesi, 2024
AHMET TUĞRAALP BİTİREN
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Deep learning approaches for hailstorm detection and forecasting using CNN and LSTM algorithms: Comparative evaluation of radar products
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
NAHİT ÇATMADIM
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Time series forecasting via computational intelligence methods
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2016
ATAKAN ŞAHİN
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Short-term wind power generation forecasting by coupling numerical weather prediction models and machine learning algorithms
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2022
CEM ÖZEN
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