Search Results - "Karaman, Omer Ali"

Prediction of Wind Power with Machine Learning Models by Karaman, Ömer Ali

“…Wind power is a vital power grid component, and wind power forecasting represents a challenging task. In this study, a series of multiobjective predictive…”
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Performance evaluation of seasonal solar irradiation models—case study: Karapınar town, Turkey by Karaman, Ömer Ali

“…This paper presents the application of Particle Swarm Optimization (PSO) Algorithm, Artificial Neural Networks (ANNs) and Bagged Tree (BT) methods for…”
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Estimation of solar radiation using modern methods by Karaman, Ömer Ali, Tanyıldızı Ağır, Tuba, Arsel, İsmail

“…It is stated in the present study that extreme learning machines (ELM) will display a greater performance in solar radiation estimation compared to artificial…”
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Failure load prediction of adhesively bonded GFRP composite joints using artificial neural networks by Birecikli, Bahadır, Karaman, Ömer Ali, Çelebi, Selahattin Bariş, Turgut, Aydın

“…There are different process parameters of bonding joints in the literature. The main objective of the paper was to investigate the effects of bonding angle,…”
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Decreasing Harmonics via Three Phase Parallel Active Power Filter Using Online Adaptive Harmonic Injection Algorithm by Karaman, Omer Ali, Erken, Faruk, Cebeci, Mehmet

“…Three-Phase Parallel Active Power Filter (PAPF) control mechanism via a novel Adaptive Harmonic Injection (AHI) algorithm is proposed in order to filter out…”
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Forecasting Electricity Demand in Turkey Using Optimization and Machine Learning Algorithms by Saglam, Mustafa, Spataru, Catalina, Karaman, Omer Ali

“…Medium Neural Networks (MNN), Whale Optimization Algorithm (WAO), and Support Vector Machine (SVM) methods are frequently used in the literature for estimating…”
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Electricity Demand Forecasting with Use of Artificial Intelligence: The Case of Gokceada Island by Saglam, Mustafa, Spataru, Catalina, Karaman, Omer Ali

“…This study reviews a selection of approaches that have used Artificial Neural Networks (ANN), Particle Swarm Optimization (PSO), and Multi Linear Regression…”
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Instantaneous Electricity Peak Load Forecasting Using Optimization and Machine Learning by Saglam, Mustafa, Lv, Xiaojing, Spataru, Catalina, Karaman, Omer Ali

“…Accurate instantaneous electricity peak load prediction is crucial for efficient capacity planning and cost-effective electricity network establishment. This…”
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Dandelion Optimizer and Gold Rush Optimizer Algorithm-Based Optimization of Multilevel Inverters by Saglam, Mustafa, Bektas, Yasin, Karaman, Omer Ali

“…With the increasing integration of renewable energy sources into distribution and transmission networks, the efficiency of cascade H-bridge multilevel…”
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