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Safety causation analysis in sociotechnical systems = advanced models and techniques /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Safety causation analysis in sociotechnical systems/ edited by Esmaeil Zarei.
其他題名:	advanced models and techniques /
其他作者:	Zarei, Esmaeil.
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xii, 530 p. :ill. (chiefly col.), digital ; : 24 cm.;
Contained By:	Springer Nature eBook
標題:	Computational Intelligence. -
電子資源:	https://doi.org/10.1007/978-3-031-62470-4
ISBN:	9783031624704

Safety causation analysis in sociotechnical systems = advanced models and techniques /
Safety causation analysis in sociotechnical systemsadvanced models and techniques /[electronic resource] :edited by Esmaeil Zarei. - Cham :Springer Nature Switzerland :2024. - xii, 530 p. :ill. (chiefly col.), digital ;24 cm. - Studies in systems, decision and control,v. 5412198-4190 ;. - Studies in systems, decision and control ;v. 2. .

An overview on accident investigation and analysis in sociotechnical systems -- Accident investigation process -- Data gathering tools and techniques -- Simple sequential linear accident models/theories -- Complex linear models -- Simple and Complex Linear causation techniques -- Systemic techniques -- Introduction of system thinking and sociotechnical systems -- Systems thinking methods (Complex non-linear models) -- Accident Indices -- Agent-Based Modelling (ABM) -- System Dynamics -- Application of Machine learning algorithms in accident analysis -- Application of Data-driven algorithms in accident analysis -- System Experts -- Discussion and Conclusion.

This book provides a comprehensive view on theories, models, and techniques used to investigate and analyze incidents and safety causalities occurring in sociotechnical systems. Consisted of intricately interconnected components, sociotechnical systems are always prone to incidents. These incidents can ensue with adverse effects on employees and the public, the environment, and company's properties and reputation. Sometimes, a single incident has the potential to terminate the operation of a business forever. As incidents are multi-factorial and not easy to comprehend, they should be investigated systematically in a structured way so as to find their root causes and prevent them from recurring. Consequently, there have been developed many theories, models, and techniques aimed at accomplishing this goal. However, each approach has its own upsides and downsides, and there is no universal one applicable to all cases. Therefore, researchers and practitioners may sometimes find it difficult to select the most appropriate approach for the given case. After introducing theories, models, and techniques pertaining to incident investigation and safety causalities modeling, this book explains each one in details and discusses their pros and cons. The book aims to provide the audience with a step-by-step guidance for performing incident investigation and analysis. At the end of each chapter an example is analyzed by the introduced tool. Finally, the book offers criteria based on which an incident analysis technique can be selected.

ISBN: 9783031624704

Standard No.: 10.1007/978-3-031-62470-4doiSubjects--Topical Terms:

768837
Computational Intelligence.

LC Class. No.: HV675

Dewey Class. No.: 363.11

Safety causation analysis in sociotechnical systems = advanced models and techniques /
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520 $a This book provides a comprehensive view on theories, models, and techniques used to investigate and analyze incidents and safety causalities occurring in sociotechnical systems. Consisted of intricately interconnected components, sociotechnical systems are always prone to incidents. These incidents can ensue with adverse effects on employees and the public, the environment, and company's properties and reputation. Sometimes, a single incident has the potential to terminate the operation of a business forever. As incidents are multi-factorial and not easy to comprehend, they should be investigated systematically in a structured way so as to find their root causes and prevent them from recurring. Consequently, there have been developed many theories, models, and techniques aimed at accomplishing this goal. However, each approach has its own upsides and downsides, and there is no universal one applicable to all cases. Therefore, researchers and practitioners may sometimes find it difficult to select the most appropriate approach for the given case. After introducing theories, models, and techniques pertaining to incident investigation and safety causalities modeling, this book explains each one in details and discusses their pros and cons. The book aims to provide the audience with a step-by-step guidance for performing incident investigation and analysis. At the end of each chapter an example is analyzed by the introduced tool. Finally, the book offers criteria based on which an incident analysis technique can be selected.
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