04249nam a22005295i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001400172050001600186072001600202072002300218072001500241245013900256250001800395264006900413300006700482336002600549337002600575338003600601347002400637490006400661505067000725520155101395650003602946650003402982650002103016650003103037650003903068650006103107650003803168650003903206700015103245710003403396773002603430776003603456776003603492776003603528830006403564856004603628912001403674912001403688999001703702978-3-031-62470-4DE-He21320251030112642.0cr nn 008mamaa240722s2024    sz |    s    |||| 0|eng d  a97830316247049978-3-031-62470-47 a10.1007/978-3-031-62470-42doi 4aTA329-348 4aTA345-345.5 7aTBJ2bicssc 7aTEC0090002bisacsh 7aTBJ2thema10aSafety Causation Analysis in Sociotechnical Systems: Advanced Models and Techniquesh[electronic resource] /cedited by Esmaeil Zarei.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aXII, 530 p. 138 illus., 104 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aStudies in Systems, Decision and Control,x2198-4190 ;v5410 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.  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. 0aEngineering mathematics.964145 0aEngineeringxData processing. 0aDynamics.965524 0aNonlinear theories.965525 0aComputational intelligence.96405214aMathematical and Computational Engineering Applications.24aApplied Dynamical Systems.96553024aComputational Intelligence.9640521 aZarei, Esmaeil.eeditor.0(orcid)0000-0002-2565-55781https://orcid.org/0000-0002-2565-55784edt4http://id.loc.gov/vocabulary/relators/edt9810072 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303162469808iPrinted edition:z978303162471108iPrinted edition:z9783031624728 0aStudies in Systems, Decision and Control,x2198-4190 ;v54140uhttps://doi.org/10.1007/978-3-031-62470-4  aZDB-2-ENG  aZDB-2-SXE  c61800d61800