Machine Learning and Artificial Intelligence


Series Editors: T. Hikmet Karakoç, C. Özgür Çolpan, Alper Dalkiran

ISSN: 2730-7778

Book Editors: T.Hikmet Karakoç, Alper Dalkiran, Selcuk Ekici, Ali Haydar Ercan

About This Book

The application of artificial intelligence and machine learning will result in an increase in speed and efficiency, as well as a reduction in high-intensity workloads placed on humans, which will help to ensure their safety. Additionally, the use of these technologies will result in enhanced security alerts, which will make it possible to implement more complex technologies, such as autonomous focus-based navigation and data ecosystems.

Artificial intelligence is used in a wide variety of industries. And now artificial intelligence is being used in many areas of the airports and automation during the flight. The AI platform analyzes traveler historical data such as previous bookings to understand and track behavior, metadata, purchase history, and real-time data in order to provide highly personalized offers for travelers. This is made possible by the platform’s ability to process large amounts of data and improve functions and procedures. Grow both the number of repeat customers and their lifetime value. In addition, the procedures for their baggage, locating assistance while they were traveling, mitigating the effects of the delays, the planning of their flight, the planning of their crew, and so on.

On the other hand, aircrafts are able to use predictive algorithms to process maintenance data in order to discover the best maintenance options available when planning flights. These are one of the most attractive aspects of the entire AI industry. Flight delays, potential problems, and even necessary repairs and maintenance procedures can all be overcome with these ingenious solutions that airlines can implement. Flight management and Air traffic managements are other aspects of application of AI in aviation.


About The Book Editors

Graduated from Anadolu University, the Department of Mechanical Engineering. He received his M.Sc. degree in Mechanical Engineering from the Yildiz Technical University. He received his Ph.D. degree from Anadolu University, where he started his full-time teaching. He received his full Professorship from Anadolu University, and he is currently researching at the Eskisehir Technical University. He has a wide range of research interests. His interest topics are “Sustainable Aviation, Aircraft Propulsion System, Insulation, Heating Ventilating, and Air Conditioning, Indoor Air Quality, Gas Turbines, Cogeneration Systems, Renewable Energy, Energy Economics, Fuels, and Combustion.” He has taken part in numerous Industrial Projects on these topics as a researcher, consultant, and project manager for over 30 projects and corporations. He also started a contest on special insulation applications among university students. He also served as an Editor-in-Chief, guest editor, and editorial board member roles for international scientific journals. He published national and international papers in over 300 and 40 books. Professor Karakoc actively follows membership positions for the Chamber of Mechanical Engineers and many sectorial associations, international scientific organizations, and societies. He is an active Board of Directors member of the International Association for Green Energy. He is currently holding the presidency of the SARES organization, which is actively supporting scientists and students in the “Sustainable Aviation” subject. He is also organizing four symposiums on aviation subject areas as a Founding Chair.

Received his bachelor’s degree Faculty of Aeronautics and Astronautics at Eskisehir Technical University (Formerly known as Anadolu University) from the Avionics Department. He has completed his MSc degree in School of Science from Anadolu University in 2004 in Aviation Maintenance. He earned his Ph.D. degree in 2017 in Environmental Sustainability on Airports from the School of Science at Anadolu University by developing a model of energy-based calculations of an aerodrome. He has studies on aircraft engines, sustainability, airports, and exergy. He has a 17-year of professional experience in Airports in Information Technology, Automation, and Integration. He has managed teams on system design, projects, tests, commissioning, operational readiness, and operations. He has been working in the School of Aviation at Suleyman Demirel University since 2019 and lecturing in Flight Theory, Airline Management, and Airport Design subjects.

Received his bachelor’s and master’s degrees from the Civil Aviation Department of the Eskisehir Technical University in 2015 and 2019, respectively. He has been working at the Department of Aviation of Iğdır University since 2019. Assoc. Dr. Selcuk Ekici has conducted research in the field of gas turbine engine instrumentation and thermodynamic modeling of the aviation gas turbine engine. He has mainly carried out studies on the following topics: modeling of the gas turbine engine, mathematical modeling for the various engine, performance and environmental analysis of a gas turbine engine fielded with alternative/renewable fuels.

Rceived his bachelor’s degree from the University of Cumhuriyet, Sivas, at Faculty of Engineering – Mechanical Engineering department. He continued his MSc degree at the University of Gazi, Ankara at Mechanical Engineering Department, studied Heat Transfer. He earned his PhD degree from the University of Liverpool, England at Department of Aerodynamics and worked on Boundary Layer Theory on Flat Plate Surfaces and developed empiric formulas for transition development distance. He completed his PhD in 1997. He also earned Postgraduate degree in Software Technologies from the University of Liverpool in 1999. He worked at the University of Cumhuriyet as a lecturer, at University of Liverpool as an assistant lecturer during the PhD study, University of 19 Mayıs as Head of Junior Aviation Technical School and became part of founders of the department and Eskisehir Technical University – as a lecturer at the department of Porsuk Junior Technical College, Electronics and Automation Department UAV section, since beginning of 2020. He also has wide range of managerial positions experience at commercial private companies abroad.