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010   $a9783031624704
024 7 $a10.1007/978-3-031-62470-4
035   $a(CKB)33388667500041
035   $a(MiAaPQ)EBC31552547
035   $a(Au-PeEL)EBL31552547
035   $a(DE-He213)978-3-031-62470-4
035   $a(EXLCZ)9933388667500041
100   $a20240722d2024      u|         0
101 0 $aeng
135   $aur|||||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aSafety Causation Analysis in Sociotechnical Systems: Advanced Models and Techniques /$fedited by Esmaeil Zarei
205   $a1st ed. 2024.
210  1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024.
215   $a1 online resource (537 pages)
225 1 $aStudies in Systems, Decision and Control,$x2198-4190 ;$v541
311 08$a9783031624698 
320   $aIncludes bibliographical references.
327   $aAn 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.
330   $aThis book provides a comprehensive view on theories, models, and techniques used to investigate and analyze incidents and safety causalities occurring in sociotechnical systems. Consisted of intricately interconnected components, sociotechnical systems are always prone to incidents. These incidents can ensue with adverse effects on employees and the public, the environment, and company's properties and reputation. Sometimes, a single incident has the potential to terminate the operation of a business forever. As incidents are multi-factorial and not easy to comprehend, they should be investigated systematically in a structured way so as to find their root causes and prevent them from recurring. Consequently, there have been developed many theories, models, and techniques aimed at accomplishing this goal. However, each approach has its own upsides and downsides, and there is no universal one applicable to all cases. Therefore, researchers and practitioners may sometimes find it difficult to select the most appropriate approach for the given case. After introducing theories, models, and techniques pertaining to incident investigation and safety causalities modeling, this book explains each one in details and discusses their pros and cons. The book aims to provide the audience with a step-by-step guidance for performing incident investigation and analysis. At the end of each chapter an example is analyzed by the introduced tool. Finally, the book offers criteria based on which an incident analysis technique can be selected.
410  0$aStudies in Systems, Decision and Control,$x2198-4190 ;$v541
606   $aEngineering mathematics
606   $aEngineering$xData processing
606   $aDynamics
606   $aNonlinear theories
606   $aComputational intelligence
606   $aMathematical and Computational Engineering Applications
606   $aApplied Dynamical Systems
606   $aComputational Intelligence
615  0$aEngineering mathematics.
615  0$aEngineering$xData processing.
615  0$aDynamics.
615  0$aNonlinear theories.
615  0$aComputational intelligence.
615 14$aMathematical and Computational Engineering Applications.
615 24$aApplied Dynamical Systems.
615 24$aComputational Intelligence.
676   $a363.1065
702   $aZarei$b Esmaeil
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
912   $a9910874676703321
996   $aSafety Causation Analysis in Sociotechnical Systems: Advanced Models and Techniques$94259505
997   $aUNINA