Investigating Transport Accidents: Human Performance and Intelligent Systems
暫譯: 調查運輸事故：人類表現與智能系統
Ziakkas, Dimitrios, Henneberry, Debra
相關主題
商品描述
The transportation industry faces unprecedented challenges as systems grow increasingly complex. This book introduces an integrated framework for transport accident investigations by combining traditional human performance analysis with advanced artificial intelligence capabilities. Moving beyond simplistic cause-and-effect models, the authors cover human factors, automation, hardware components, contextual variables, and organizational elements that collectively determine safety outcomes in complex socio-technical environments.
Building upon established methodologies including HFACS, STAMP, and AcciMap, this title analyzes AI-enabled approaches including digital twins, weak signal detection, pattern recognition, and data fusion platforms. Each chapter delivers to-the-point practical insights into dynamic modeling of systemic interactions and enhanced detection of failure precursors. The innovative MAHCO model, combined with AI analytics, supports transparent decision-making and institutional learning while creating intelligent safety ecosystems that transform how we understand and prevent accidents in transportation systems. Readers will develop an effective introduction to these systems and their capabilities thus honing their foundational knowledge.
Investigating Transport Accidents: Human Performance and Intelligent Systems is for engineers, policy-makers, researchers and students studying for or already working in transportation safety. It will also appeal to pilots, controllers, maintainers, and trainers in the aerospace industry.
商品描述(中文翻譯)
運輸行業面臨前所未有的挑戰，因為系統變得越來越複雜。本書介紹了一個綜合框架，用於運輸事故調查，將傳統的人類表現分析與先進的人工智慧能力相結合。超越簡單的因果模型，作者涵蓋了人因、自动化、硬體組件、情境變數和組織元素，這些因素共同決定了複雜社會技術環境中的安全結果。
本書基於已建立的方法論，包括HFACS、STAMP和AcciMap，分析了包括數位雙胞胎、微弱信號檢測、模式識別和數據融合平台在內的AI驅動方法。每一章都提供了針對系統互動的動態建模和故障前兆的增強檢測的實用見解。創新的MAHCO模型結合AI分析，支持透明的決策制定和機構學習，同時創造智能安全生態系統，改變我們理解和預防運輸系統事故的方式。讀者將有效地了解這些系統及其能力，從而提升他們的基礎知識。
《運輸事故調查：人類表現與智能系統》適合工程師、政策制定者、研究人員以及正在學習或已在運輸安全領域工作的學生。它也將吸引航空業的飛行員、管制員、維護人員和訓練師。
作者簡介
Dimitrios Ziakkas is an Assistant Professor in the School of Aviation and Transportation Technology at Purdue University, Indiana, USA. He is an Airbus captain, instructor and examiner with current A-320, A-330/350, A-340 type ratings. A cross-cultural communicator, global citizen, and innovator, Dimitrios has over 30 years of experience in military and civil aviation operations worldwide, integrating manpower planning - selection and recruitment aviation practices in multi-disciplinary research programs. His professional background is diverse, from history and the humanities to engineering and science, concerned not only with the history of aviation technological devices and processes but also with technology in history (the relationship of aviation technology to politics, economics, science, the arts, and the organization of production) and with the role it plays in the differentiation of individuals in society.
Debra Henneberry is an Assistant Professor at Purdue University College of Aviation and Transportation Technology, Indiana, USA. She's an experienced commercial pilot, flight instructor, and aeronautics professor. Before her current role, she served as an Assistant Professor in the Aviation Department at Vaughn College of Aeronautics and Technology in New York City. She also served as a government administrator for several years. Dr. Henneberry has been a first responder and emergency medical technician for over ten years. Her research interests focus on human factors, and she has spoken about pilot training in several international aviation psychology programs.
作者簡介(中文翻譯)
迪米特里奧斯·齊亞卡斯是美國印第安納州普渡大學航空與交通技術學院的助理教授。他是一名空中巴士的機長、教官和考官，擁有目前的 A-320、A-330/350 和 A-340 型號執照。作為一名跨文化的溝通者、全球公民和創新者，迪米特里奧斯在全球軍事和民用航空運營方面擁有超過 30 年的經驗，並在多學科研究計劃中整合人力規劃、選擇和招聘航空實務。他的專業背景多樣，涵蓋歷史和人文學科到工程和科學，不僅關注航空技術設備和過程的歷史，還關心歷史中的技術（航空技術與政治、經濟、科學、藝術及生產組織的關係），以及它在社會中區分個體的角色。
黛布拉·亨內貝瑞是美國印第安納州普渡大學航空與交通技術學院的助理教授。她是一位經驗豐富的商業飛行員、飛行教官和航空學教授。在擔任目前的職位之前，她曾在紐約市的沃恩航空與技術學院的航空系擔任助理教授。她還曾擔任政府管理人員多年。亨內貝瑞博士擔任過十年以上的第一反應者和緊急醫療技術員。她的研究興趣集中在人因因素上，並在幾個國際航空心理學計劃中發表過有關飛行員訓練的演講。
