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Recent Submissions

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...
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...
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...
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...
Investigation of carbon nanotube reinforced composites in biomechanical applications Büyüktaş, Kaan; Dizem, Arifler; Esat, Volkan; Sustainable Environment and Energy Systems (2024-8) Titanium alloy plates, screws, and implants of various designs are generally used today for the treatment of orthopedic bone fractures or severe bone cracks that occur as a result of injuries, accidents, and certain surger...
LIFE CYCLE ASSESSMENT COMPARISON OF SOLAR ELECTRIC AND SOLAR THERMAL ENERGY TO DECARBONIZE INDUSTRIAL COLD ROOMS ENERGY CONSUMPTION Kababıyık, Gökçe; Batunlu, Canraş; Maşera, Kemal; Department of Scientific Computing (2024-8) Adopting renewable energy technologies is crucial in a world grappling with global warming and sustainability challenges. This study addresses the need for sustainable solutions in industrial cold room operations through a...
Comparison of guidance navigation and control design methods for a 3-DOF missile Kocadal, Tuğrul; Eşkinat, Eşref A.; Prach, Anna; Mechanical Engineering (2024-8) Guidance Navigation and Control (GNC) is the most crucial component of the missiles, which makes them one of the critical military implements; without this system, there is no difference from an uncontrolled object flying ...
Computing the Truck Factor in a Software Repository: A Machine Learning Approach El Cheikh Ammar, Ahmad; Eraslan, Şükrü; Yeşilada, Yeliz; Computer Engineering (2024-7) In every software engineering project, it is crucial to be aware of members playing a key role in the progression to ensure that they do not halt the project’s advancement. This is where the Truck or Bus factor comes into ...
DESIGN AND ANALYSIS OF MORPHING AIRFOIL USING SHAPE MEMORY ALLOY TECHNOLOGY Aly, Reem H.A.A.; Atashbar Orang, Alı; Kaygan, Erdoğan; Mechanical Engineering (2024-6) Over the last decade, a significant amount of research has been conducted in the fields of variable aircraft structures aiming to yield better aerodynamic performance. Traditional fixed wings can provide the best performan...
LIFE CYCLE ASSESSMENT OF BIOFUEL PRODUCTION USING PYROLYSIS OF TIRE WASTE Afash, Hisham; Budayan, Cenk; Ozarisoy, Bertug; Sustainable Environment and Energy Systems (2024-2-26) Despite exceeding 2 billion units annually, the management of waste tires remains a global challenge. Pyrolysis, a thermochemical conversion process, offers a potential waste-to-energy solution with valuable byproducts. Ho...
PREDICTIVE MODELING OF SOLAR PHOTOVOLTAIC POWER GENERATION USING MACHINE LEARNING Qureshi, Huzaifa Saleh; Fahrioğlu, Murat; Siddiqui, Muhammad Usama; Sustainable Environment and Energy Systems (2024-1-24) As machine learning popularity is increasing, every field of life is incorporating machine learning techniques into their operations because of their robustness, efficiency, and everevolving features. Considering this, mo...
Dynamic Analysis of Pristine and Defective Single-Walled Carbon Nanotubes Jafarnia, Nima; Esat, Volkan; Sustainable Environment and Energy Systems (2024-1-11) This study focuses on investigating the vibrational behavior of SWNTs through conducting modal analysis. The primary objective of this research is to determine the natural frequency of pristine and defective SWNTs. Therefo...

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