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Recent Submissions

SYNTHESIS AND CHARACTERIZATION OF ZEOLITES FROM INDUSTRIAL WASTE MATERIALS FOR ENVIRONMENTAL APPLICATIONS Adam, Raghad Taha; Fahrioğlu, Murat; Özser, Mustafa Erkut; Sustainable Environment and Energy Systems (2025-10-15) Zeolites are important industrial materials known for their microporous crystalline structures, which make them highly valuable across various fields, including environmental remediation, petrochemical processing, and wate...
Enhancing Early Forest Fire Detection: A Comprehensive Framework Integrating Wireless Sensor Networks (WSNs), Unmanned Aerial Vehicles (UAVs), and Artificial Intelligence (AI) Abu Ali, Hamzeh; Ever, Enver; Computer Engineering (2025-8-26) Forest fires pose significant environmental, ecological, economic, and social threats globally, necessitating rapid and accurate detection systems for timely intervention. Traditional detection methods, such as watchtowers...
WEB FRAMEWORKS AND ACCESSIBILITY: AN EMPIRICAL ANALYSIS AND AI-POWERED DEVELOPMENT SOLUTION Babayev, Javid; Yeşilada, Yeliz; Eraslan, Sükrü; Computer Engineering (2025-8-22) Web accessibility is crucial for inclusive design, yet the role of web frameworks in facilitating accessibility remains understudied. This research addresses this gap through a three-pronged approach. First, we analyzed ac...
RELIABILITY ORIENTED POWER ELECTRONICS DESIGN FOR DC MICROGRIDS Nyamhanza, Wayne; Fahrioglu, Murat; Batunlu, Canras; Electrical and Electronics Engineering (2025-8-15) In modern power electric systems, power electronic converters constitute the backbone of DC microgrids, serving as interfaces between photovoltaic panels, wind turbines, battery storage systems, and grid-connected systems...
A NOVEL DEPTHWISE CONVOLUTIONAL VARIATIONAL AUTOENCODER FOR ANOMALY DETECTION IN COMPLEX TRAFFIC SCENARIOS FROM UAV VIEWS Saleem, Arslan; Direkoğlu, Cem; Electrical and Electronics Engineering (2025-8-13) Traffic anomaly detection (AD) is essential for improving public safety, reducing risks, and enabling quick responses in intelligent surveillance systems. Aerial traffic monitoring, particularly using drones, has gained at...
PLANT LEAF DISEASE CLASSIFICATION USING DEEP TRANSFER LEARNING Ishaq, Muhammad Hamza; Direkoglu, Cem; Electrical and Electronics Engineering (2025-8-13) Agriculture is a fundamental pillar of economic development and global food security. For agricultural sustainability, it is important to accurately and early diagnose if a plant is infected by any disease in order to prot...
TECHNO-ECONOMIC AND ENVIRONMENTAL ASSESSMENT OF A BIOMASS-ASSISTED EVACUATED-TUBE SOLAR-THERMAL ABSORPTION COOLING SYSTEM FOR MEDITERRANEAN STUDENT DORMITORIES Awan, Mohsin A.; Maşera, Kemal; Orang, Ali Atashbar; Sustainable Environment and Energy Systems (2025-8) Driven by the need to decarbonize Mediterranean space cooling, this study models a Solar thermal powered absorption-chiller plant for METU NCC’s EBI dormitory. Although solar-assisted absorption cooling has been investigat...
APPLYING MACHINE LEARNING TECHNIQUES TO ENERGY OPTIMIZATION USING LSTM, XGBOOST, AND RANDOM FOREST MODELS FOR SOLAR POWER PREDICTION Awan, Luqman; FAHRİOĞLU, PROF.MURAT; Electrical and Electronics Engineering (2025-7-23) The growing demand for solar energy systems as a sustainable power source entails accurate forecasting and an improved model for the dependability and efficiency. This research uses the machine learning models like Random ...
STATE OF HEALTH AND REMAINING USEFUL LIFE PREDICTION OF LITHIUM-ION BATTERIES IN ELECTRIC VEHICLES USING MACHINE LEARNING Ghani, Ejaz; Batunlu, Canras; Electrical and Electronics Engineering (2024-9-23) In today’s rapidly evolving industrial landscape, the quest for efficiency, reliability, and cost-effectiveness has spurred a paradigm shift towards proactive maintenance strategies. At the forefront of this transformation...
UTILIZATION OFGRAPHDATASTRUCTUREANDGRAPHNEURAL NETWORKSFORLIGHTWEIGHTANDEFFICIENTHUMANACTIVITY RECOGNITIONINE-HEALTHAPPLICATIONS Mursal, Yağmur; EVER, ENVER; Computer Engineering (2024-9-6) Human activity recognition (HAR) plays a crucial role in applications like healthcare, and smart environments, aiming to improve health outcomes, and optimize daily living. Traditional HAR systems often rely on complex mod...
Visual complexity of web pages: computation and prediction Gündeğer, Atakan; Eraslan, Şükrü; Yeşilada, Yeliz; Computer Engineering (2024-9-5) Nowadays, as the use of the Web is widespread, more and more design principles and techniques are introduced for web pages. However, there is no industry standard framework for calculating the perceived visual complexity...
Automatic Identification and Classification of Web Tables Using Machine Learning F S ALGHARABLI, SAMEH; Yeşilada, Yeliz; Computer Engineering (2024-9-05) Tables are considered one of the most important and common ways of presenting data, especially high-density and complex data. However, the wide variety of web table formats and styles complicates the task of providing clea...
Conversational Web Interaction Guided By Automated Web Page Segmentation Suleiman, Suleiman Abubakar Tanko; Yeşilada, Yeliz; Computer Engineering (2024-9-04) The web has grown to become an essential part of our daily lives. And yet, even with its widespread use, we mostly explore it through its graphical interface, using clicks and typing operations for interaction. However, th...
MODELLING OF A NOVEL HYBRID SOLAR-BIODIESEL THERMAL SYSTEM FOR SPACE HEATING AND COOLING IN RESIDENTIAL BUILDINGS UNDER THE MEDITERRANEAN CLIMATE Bema, Nyasha Netsai; EŞKİNAT, EŞREF; Masera, Kemal; Mechanical Engineering (2024-9-03) The application of solar thermal systems in the residential sector has been one of the most efficient solutions to energy shortage issues experienced globally. Since the need for well thermally conditioned buildings is r...
The predictors of pro-environmental attitudes: religiousness, ecological dominance orientation and nature connectedness Özdemir, Ezgişan; Kışlıoğlu, Reşit; Avcı, Nazan; Sustainable Environment and Energy Systems (2024-9-3) The aim of this thesis is to examine the relationships between religiousness, ecological dominance orientation and nature connectedness with pro-environmental attitudes. Our world is rapidly changing in a negative way with...
ENHANCED GRID-FORMING MODULAR MULTILEVEL CONVERTER CONTROL STRATEGIES FOR OPTIMAL POWER FLOW IN HIGH VOLTAGE DIRECT CURRENT (HVDC) POWER SYSTEMS Pierre, Twizeyimana; Murat , Fahrioğlu; Department of Scientific Computing (2024-9) This thesis presents an in-depth study of enhanced control strategies for Modular Multilevel Converters (MMC) applied to HVDC systems, with a major focus on optimizing power flow through integration of droop control techno...
MANAGEMENT OF RIPPLE CURRENT INDUCED IN ELECTRIC VEHICLE BATTERIES BY POWER ELECTRONIC CONVERTERS TO INCREASE BATTERY LIFE AND PERFORMANCE Chabwinja, Shame Tatenda; Batunlu, Canraş; Electrical and Electronics Engineering (2024-9) The climate change crisis which has been caused by global warming has seen the rise of the need for cleaner energy which is less harmful to the environment. Since modern day mode of transportation is amongst the major cont...
NOVEL HEXAGONAL MULTIBAND MICROSTRIP ANTENNA DESIGN FOR ENERGY HARVESTING SYSTEMS IN IOT APPLICATIONS Mubaiwa, Amanda Tanyaradzwa; Nesimoğlu, Tayfun; Electrical and Electronics Engineering (2024-9) The important factors to consider when designing an antenna for energy harvesting in the ambient are antenna radiation, rectifier conversion efficiency antenna size and rectenna. This thesis presents a multiband hexagonal ...
FUTURE PREDICTIONS OF AIR POLLUTANT EMISSIONS IN NORTH CYPRUS Waseem, Saba; Batunlu, Canras; Okaygün, Mehmet; Sustainable Environment and Energy Systems (2024-8-27) As the population goes up, there is more concern about the current and future air pollutant emission levels in North Cyprus. Data were collected from the monitoring stations in Nicosia, Kyrenia, Famagusta and Teknecik to...
SUSTAINABLE GREENHOUSE HEATING IN AL-ZARQA: A GEOTHERMAL & HYBRID SYSTEM ANALYSIS ahmed aldabbagh, al-sakoon moh'd abdallah alsayed; Fahrioğlu, Murat; Sustainable Environment and Energy Systems (2024-8) This study examines the feasibility and potential benefits of using geothermal heating pumps, both independently and in conjunction with solar thermal systems, for greenhouse agriculture in Jordan, addressing the country's...

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