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Safety Causation Analysis in Sociotechnical Systems: Advanced Models and Techniques

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...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Zarei, Esmaeil (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edition:1st ed. 2024.
Series:Studies in Systems, Decision and Control, 541
Subjects:
Engineering mathematics.
Engineering > Data processing.
Dynamics.
Nonlinear theories.
Computational intelligence.
Mathematical and Computational Engineering Applications.
Applied Dynamical Systems.
Computational Intelligence.
Online Access:https://doi.org/10.1007/978-3-031-62470-4
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Table of Contents:
  • 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.

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