Research and Updates on the Use of Artificial Intelligence in Drone Technology: Proceedings of the 2024 International Symposium on Unmanned Systems: A
暫譯: 無人系統國際研討會2024：人工智慧在無人機技術應用的研究與更新論文集

本書呈現了一系列關於無人系統的會議論文，提供了最新研究和見解的全面視角。國際無人系統研討會：人工智慧、設計與效率（ISUDEF 2024）匯聚了研究人員、科學家、工程師、實務工作者、政策制定者和學生，專注於無人機（UAV）系統產業和人工智慧（AI）相關主題。研討會的目的是交流資訊、展示新技術和發展，並討論航空和可持續發展的未來方向、策略和優先事項。這些論文涵蓋了航空領域中一系列當前問題，包括空中、海上和陸地應用、航空電子學、雷達系統、AI 設計與平台整合、機器人技術以及自主系統，提供創新的解決方案以應對無人機產業面臨的挑戰，包括民用應用和國土安全。

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 Dalkıran, 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. Dalkıran 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.

Bahadır Cinoğlu, 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 Eskişehir 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.

T. Hikmet Karakoc, Ph.D.，畢業於安納多魯大學機械工程系。他在伊斯坦堡技術大學獲得機械工程碩士學位，並在安納多魯大學獲得博士學位，開始全職教學並獲得正教授職稱。目前，他在埃斯基謝希爾技術大學進行研究。他的研究興趣廣泛，包括可持續航空、飛機推進系統、隔熱、供暖、通風和空調（HVAC）、室內空氣質量、燃氣渦輪機、聯合發電系統、可再生能源、能源經濟學、燃料和燃燒。他作為研究員、顧問和項目經理參與了超過30個項目和公司的多個工業項目。他還在大學學生中發起了一項有關特殊隔熱應用的比賽。他曾擔任國際科學期刊的主編、客座編輯和編輯委員會成員，並在300多本期刊和40本書中發表了國內外論文。Karakoc教授積極參與機械工程師協會及多個行業協會、國際科學組織和社團的會員職位。他是國際綠色能源協會的董事會成員，並目前擔任SARES組織的會長，該組織積極支持可持續航空領域的科學家和學生。他還作為創始主席組織了四場航空主題的研討會。

Khagani Abdullayev, Ph.D.，是阿塞拜疆巴庫國立航空學院的總務及經濟事務副校長。他在阿塞拜疆技術大學的電視與無線電系獲得學士和碩士學位。2005年，他獲得技術科學博士學位，論文主題為聲光時間尺度信號轉換器及其在信息處理中的應用。他的研究興趣包括無線電子學、光學、遙感和微電子學。

Alper Dalkıra, Ph.D.，畢業於埃斯基謝希爾技術大學（前身為安納多魯大學）航空與宇航學院的航空電子系。他於2004年在安納多魯大學科學學院完成航空維護碩士學位。2017年，他在安納多魯大學科學學院獲得環境可持續性博士學位，研究主題為機場的基於能源的計算模型。Dalkıra博士研究過飛機引擎、可持續性、機場和可用能量。他在信息技術、自動化和機場系統集成方面擁有17年的專業經驗，管理過系統設計、項目、測試、調試、運營準備和運營的團隊。自2019年以來，他在蘇萊曼·德米雷爾大學的航空學院工作，教授飛行理論、航空公司管理和機場設計等課程。2024年，他晉升為副教授。

Elgun Aghayev, Ph.D.，是阿塞拜疆巴庫國立航空學院的總務及經濟事務副校長。他畢業於阿塞拜疆國立航空學院的航空運輸組織專業，並於2022年獲得表面綜合體、輸出設備、飛行器及其系統運作專業的博士學位，論文主題為「測量飛機載荷程度的無線電子系統」。

Fuad Mirzayev, Ph.D.，是阿塞拜疆巴庫國立航空學院科學信息與專利部門的負責人。他在阿塞拜疆國立航空學院的經濟與法律學院管理系獲得學士學位，並在該學院獲得管理碩士學位，於2018年獲得領域經濟學博士學位，論文主題為「阿塞拜疆交通系統的投資活動及其改善方向」。他的研究興趣包括商業管理、項目管理、金融和交通經濟學。

Bahadır Cinoğlu, Ph.D.，是一名計算機科學家，擁有埃斯基謝希爾技術大學的飛行訓練碩士學位。他曾擔任講師，並擔任卡帕多奇亞大學無人機技術與操作系的主任。他還擔任該機構的無人機系統應用與研究中心經理。他在埃斯基謝希爾技術大學的航空電子系獲得博士學位，研究重點為集成學習和故障檢測。他的研究領域包括人工智慧、智能系統、診斷、預測和基於模型的系統工程。