The Proceedings of the 2024 Conference on Systems Engineering Research

第22屆國際系統工程研究會議（CSER 2024）推動系統工程研究的界限，並應對系統工程面臨的新挑戰。

CSER於2003年由史蒂文斯理工學院和南加州大學創立。2024年的會議由亞利桑那大學主辦，該校擁有首個成立的系統工程系。

以下是包含的基礎研究主題：
- 系統工程的科學基礎
- 數字工程，數字孿生
- 數字轉型
- 基於模型的系統工程（MBSE）的進展
- 以價值為基礎和敏捷的系統工程
- 用於系統和軟件工程的人工智能（AI4SE）
- 用於人工智能的系統和軟件工程（SE4AI）
- 網絡安全和系統安全工程
- 不確定性和複雜性管理
- 信任和自主系統
- 人-系統整合
- 系統的系統
- 社會系統工程
- 系統思維
- 需求工程，系統架構，系統集成以及驗證和驗證的進展。

第21屆年度系統工程研究會議（CSER 2024）旨在推動系統工程的界限，從其科學基礎到數字工程轉型的前沿，以及人工智能在系統和軟件工程中的無縫集成。CSER 2024深入探討模型驅動的系統工程（MBSE）、網絡安全和不確定性和複雜性管理等尖端主題，應對領域中出現的各種挑戰並抓住機遇。該會議將理論洞察力與實踐創新相結合的承諾，使其成為系統工程界的重要事件。

Alejandro Salado is an Associate Professor of systems engineering with the Department of Systems and Industrial Engineering at the University of Arizona and the Director of its Systems Engineering program. In addition, he provides part-time consulting in areas related to enterprise transformation, cultural change of technical teams, systems engineering, and engineering strategy. Alejandro conducts research in problem formulation, design of verification and validation strategies, model-based systems engineering, and engineering education. Before joining academia, he held positions as systems engineer, chief architect, and chief systems engineer in manned and unmanned space systems of up to $1B in development cost. He has published over 150 technical papers, and his research has received federal funding from the National Science Foundation (NSF), the Naval Surface Warfare Command (NSWC), the Naval Air System Command (NAVAIR), and the Office of Naval Research (ONR), among others. He is a recipient of the NSF CAREER Award, the International Fulbright Science and Technology Award, and several best paper awards. Dr. Salado holds a BS/MS in electrical and computer engineering from the Polytechnic University of Valencia, a MS in project management and a MS in electronics engineering from the Polytechnic University of Catalonia, the SpaceTech MEng in space systems engineering from the Technical University of Delft, and a PhD in systems engineering from the Stevens Institute of Technology. He is an Associate Fellow of the American Institute of Aeronautics and Astronautics (AIAA).

Ricardo Valerdi is a Professor and Head of the Department of Systems & Industrial Engineering at the University of Arizona. Previously he was a Research Associate in the Engineering Systems Division at the Massachusetts Institute of Technology. His research focuses on systems engineering metrics, cost estimation, test & evaluation, enterprise transformation, and performance measurement. His research has been funded by Army, Navy, Air Force, BAE Systems, Lockheed Martin, Raytheon, the IBM Center for the Business of Government, the Arizona Diamondbacks, and the National Collegiate Athletic Association. He was the Founder and co-Editor-in-Chief of the Journal of Enterprise Transformation and Editor-in-Chief of the Journal of Cost Analysis and Parametrics. He served on the Board of Directors and is a Fellow of the International Council on Systems Engineering (INCOSE) as well as a member of the National Academy of Engineering of Mexico. He received a Ph.D. in Industrial & Systems Engineering from the University of Southern California.

Rick Steiner is an independent Model Based Systems Engineering (MBSE) consultant and systems modeling coach, with clients in various Aerospace and Defense companies, and an adjunct professor at the University of Arizona. He retired after a 30-year career at Raytheon as an Engineering Fellow and a Raytheon Certified Architect. He has focused on pragmatic application of systems engineering modeling techniques and has been an advocate, consultant, and instructor of model-based engineering. Rick has served as chief engineer, architect, and lead system modeler for several large-scale defense programs. He has been recognized by the International Council on Systems Engineering (INCOSE) as an Expert Systems Engineering Professional (ESEP) and has been honored as an INCOSE Fellow. Mr. Steiner continues to be a key contributor to the development of SysMLv2 and contributes to the system modeling professional certification process. He is also co-author of "A Practical Guide to SysML", currently in its 3rd edition. Rick is an avid amateur astronomer, auto restorer, bass guitarist, Church volunteer, and recumbent bicyclist.

Larry Head received his Ph.D. degree in Systems Engineering from the University of Arizona in 1989. He has over 30 years of research and development experience in adaptive traffic signal control, signal priority, traffic management, and connected and autonomous vehicle systems. From January 2020-July 2020 Dr. Head served as the Interim Vice Provost for Online Learning at the University of Arizona. From March 2018 to July 2019 Dr. Head served as the Interim Dean of the College of Engineering at the University of Arizona. From 2016 - 2018 Dr. Head served as the founding Director of the Transportation Research Institute. From 2006-2013 Dr. Head served as the Department Head of the Systems and Industrial Engineering Department at the University of Arizona. From 1997 to 2003 he was the Senior Vice President for Research and Development for Siemens ITS where they developed and deployed advanced traffic management systems in over 40 cities in the US. In 2007, Dr. Head partnered with Raytheon, iRobot, Tucson Embedded Systems (TES), and Preferred Chassis to compete in the DARPA Grand (Urban) Challenge. In 2010, in cooperation with Maricopa County Department of Transportation (MCDOT), they established the MCDOT SMARTDrive National Connected Vehicle Test bed in Anthem, Az. The test bed has been a cornerstone for research in Connected Vehicle systems including the Multi Modal Intelligent Traffic Signal System (MMITSS). Dr. Head served as chair of the National Academies Transportation Research Board's Traffic Signal Systems Committee (AHB25) from 2006-2012 and is currently a member of the TRB Intelligent Transportation Systems Committee and Traffic Signal Systems Committee. He was co-Chair of the National Transportation Communication for ITS Protocol (NTCIP) Signal Control and Prioritization Working Group (1211) from 2014-present and a member of the Society of Automotive Engineers (SAE) Dedicated Short Range Communication Technical Committee from 2014 - 2018, and now a member of the SAE C-V2X Technical Committee.

Alejandro Salado是亞利桑那大學系統與工業工程系的副教授，也是該系統工程課程的主任。此外，他兼職提供與企業轉型、技術團隊文化變革、系統工程和工程策略相關的諮詢服務。Alejandro的研究領域包括問題形成、驗證和驗證策略的設計、基於模型的系統工程和工程教育。在加入學術界之前，他曾擔任過開發成本高達10億美元的有人和無人太空系統的系統工程師、首席架構師和首席系統工程師等職位。他發表了150多篇技術論文，其研究獲得了國家科學基金會（NSF）、海軍表面戰爭指揮部（NSWC）、海軍航空系統指揮部（NAVAIR）和海軍研究局（ONR）等機構的聯邦資助。他是NSF CAREER獎、國際富布萊特科學與技術獎以及多個最佳論文獎的獲獎者。Salado博士擁有瓦倫西亞理工大學的電氣和計算機工程學士/碩士學位、加泰羅尼亞理工大學的專案管理碩士學位和電子工程碩士學位、德爾夫特理工大學的太空系統工程碩士學位以及史蒂文斯理工學院的系統工程博士學位。他是美國航空航天學會（AIAA）的副會士。

Ricardo Valerdi是亞利桑那大學系統與工業工程系的教授和系主任。此前，他曾是麻省理工學院工程系統部門的研究助理。他的研究重點是系統工程指標、成本估算、測試與評估、企業轉型和績效衡量。他的研究得到了陸軍、海軍、空軍、BAE Systems、洛克希德·馬丁、雷神公司、IBM政府業務中心、亞利桑那鑽石背部和全國大學體育協會的資助。他是《企業轉型期刊》的創始人和聯合主編，以及《成本分析與參數分析期刊》的主編。他曾擔任國際系統工程委員會（INCOSE）的董事會成員，並成為該組織的會士，同時也是墨西哥國家工程學院的成員。他獲得了南加州大學的工業與系統工程博士學位。

Rick Steiner是一位獨立的基於模型的系統工程（MBSE）顧問和系統建模教練，為各種航空航天和國防公司提供服務，並在亞利桑那大學擔任兼職教授。他在雷神公司擔任30年的工程研究員和雷神認證架構師後退休。他專注於實用的系統工程建模技術應用，並且是基於模型工程的倡導者、顧問和教師。Rick曾擔任多個大型國防計劃的首席工程師、架構師和領導系統建模師。他被國際系統工程委員會（INCOSE）譽為專家級系統工程專業人士（ESEP），並獲得INCOSE會士的榮譽。Steiner先生繼續為SysMLv2的發展做出重要貢獻，並參與系統建模專業認證過程。他還是《SysML實用指南》的合著者，目前已出版第三版。Rick是一位熱衷的業餘天文學家、汽車修復師、低座式自行車手、教堂志願者和低音吉他手。

Larry Head於1989年從亞利桑那大學獲得系統工程博士學位。他在系統工程領域擁有30多年的經驗。