Research and Updates on the Use of Artificial Intelligence in Drone Technology

This book presents a collection of proceedings papers on unmanned systems, which provides a comprehensive view of the latest research and insights. The International Symposium on Unmanned Systems: AI, Design & Efficiency (ISUDEF 2024) is a gathering of researchers, scientists, engineers, practitioners, policymakers, and students working on topics in the unmanned aerial vehicle (UAV) systems industry and artificial intelligence (AI). The purpose of the symposium is to exchange information, present new technologies and developments, and discuss the future direction, strategies, and priorities in aviation and sustainability. The papers cover a broad range of current issues in aviation, including aerial, naval, and land applications, avionics, radar systems, AI design and platform integration, robotics, and autonomous systems that provide innovative solutions to the challenges facing the UAV industry, including civilian applications and homeland security.

Offers recent research on a wide array of topics in aerospace, autonomous, and piloted unmanned systems Examines future directions, strategies, and priorities for the unmanned aviation systems industry Includes multidisciplinary contributions by leading UAV experts

Autorentext

T. Hikmet Karakoc, Ph.D., 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. from Anadolu University, where he started his full-time teaching and received his Full Professorship. He is currently researching at the Eskisehir Technical University. He has a wide range of research interests, including sustainable aviation, aircraft propulsion systems, insulation, heating, ventilating, and air conditioning (HVAC), indoor air quality, gas turbines, cogeneration systems, renewable energy, energy economics, fuels, and combustion. He has participated 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 served as an Editor-in-Chief, guest editor, and editorial board member for international scientific journals. He published national and international papers in over 300 journals 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 area of sustainable aviation. He also organizes four symposiums on aviation subject areas as a Founding Chair.

Khagani Abdullayev, Ph.D., is the Vice-Rector for General and Economic Affairs at the National Aviation Academy, Baku, Azerbaijan. He received his Bachelor's and MSc degrees from the Television and Radio Systems Department, Faculty of Radio Technique at Azerbaijan Technical University. He earned his Ph.D. in Technical Science in 2005, defending his dissertation on Acousto-Optical Temporal-Scale Signal Converters and Their Application to Information Processing. His research interests include radio electronics, optics, remote sensing, and microelectronics.

Alper Dalkran, Ph.D., received his bachelor's degree from the Faculty of Aeronautics and Astronautics at Eskisehir Technical University (formerly known as Anadolu University) from the Avionics Department. He completed his MSc degree in Aviation Maintenance at the School of Science at Anadolu University in 2004. 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. Dr. Dalkran has studied aircraft engines, sustainability, airports, and exergy. He has 17 years of professional experience in information technology, automation, and airport systems 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. He has been promoted to Associated Professor degree in 2024.

Elgun Aghayev, Ph.D., is the Vice-Rector for General and Economic Affairs at the National Aviation Academy, Baku, Azerbaijan. He graduated from the Aviation Transport Organization specialty of the National Aviation Academy of Azerbaijan and earned his Ph.D. in Operation of Surface Complexes, Output Equipment, Flying Machines and Their Systems specialty in 2022, defending his dissertation on the topicRadio-Electronic System for Measuring the Loading Degree of Aircraft.

Fuad Mirzayev, Ph.D., is the Head of the Scientific Information and Patent Department at the National Aviation Academy, Baku, Azerbaijan. He received his bachelor's degree from the Management Department, Faculty of Economics and Low at the National Aviation Academy of Azerbaijan. He received his MSc in Management at the National Aviation Academy of Azerbaijan and his Ph.D. in Field Economy in 2018, defending his dissertation on Investment Activity in the Transportation System of Azerbaijan and Directions for Its Improvement. His research interests include business management, project management, finance, and transport economy.

Bahadr Cinolu, Ph.D., is a computer scientist with an MSc in Flight Training from the Eskisehir Technical University. He has worked as a Lecturer and was the Head of the Cappadocia University Department of UAV Technologies and Operations. He also served as the same institution's UAV Systems Application and Research Center Manager. He received his Ph.D. in the Department of Avionics from the Eskiehir Technical University with a study focused on ensemble learning and fault detection. His research areas include artificial intelligence, smart systems, diagnostics, prognostics, and model-based systems engineering.

Inhalt

Chapter 1. Parametric Approach to Initial Weight Determination at Preliminary Design of a Quadrotor Cargo UAV.- Chapter 2. Comparative Analysis of AI-Supported Drone Operations: Evaluating Critical Aspects Among Pilot Groups.- Chapter 3. Nontraditional Attitude Filtering with Uncertain Process Noise.- Chapter 4. Exergetic Attribute of Fuel Cells In Hydrogen Aviation Including UAVs.- Chapter 5. Direct Numerical Simulation of a Thermal Turbulent Boundary Layer: An Analogy to Simulate Bushfires and a Testbed for Artificial Intelligence Remote Sensing of Bushfire Propagation.- Chapter 6. Unmanned Aerial Vehicles Cooperation for The Monitoring of Greenhouse Gases.- Chapter 7. Fast-Time Large-Scale Simulations for Unmanned Air Traffic Airspace Capacity Assessment.- Chapter 8. On The Technological and Operational Aspects of the Greening of Aviation.- Chapter 9. Review and Analysis of the Integration Properties of an Aircraft with a Hybrid Power Plant.- Chapter 10. Optimization of Quadcopter Energy Consumption: Insights from Wind Condition Analysis and Trajectory Planning.- Chapter 11. Sustainable Aviation Fuels and Their Use for Large Long-Range Aircraft.- Chapter 12. An Overview of The Possibilities, Current Status, and Limitations of Battery Technologies to Electrify Aviation.- Chapter 13. The Potential of a Proton Exchange Membrane Fuel Cell Powered Light Aircraft Employing Cryogenic Hydrogen.- Chapter 14. Fault Tolerant Estimation of UAV Dynamics in the Presence of Sensor/Actuator Faults .- Chapter 15. Hydrogen Storage in a Commuter Aircraft: Combining Classical Engineering Design Process With Model Based System Engineering for CFRP Pressure Vessel Integration.- Chapter 16. Review of Liquid Hydro…