Data-Centric Safety : Challenges, Approaches, and Incident Investigation

著者名：Faulkner, Alastair/Nicholson, Mark

Elsevier（2020/05/27発売）

• 言語：ENG
• ISBN：9780128207901
• eISBN：9780128233221

Description

Data-Centric Safety presents core concepts and principles of system safety management, and then guides the reader through the application of these techniques and measures to Data-Centric Systems (DCS). The authors have compiled their decades of experience in industry and academia to provide guidance on the management of safety risk. Data Safety has become increasingly important as many solutions depend on data for their correct and safe operation and assurance. The book's content covers the definition and use of data. It recognises that data is frequently used as the basis of operational decisions and that DCS are often used to reduce user oversight. This data is often invisible, hidden. DCS analysis is based on a Data Safety Model (DSM). The DSM provides the basis for a toolkit leading to improvement recommendations. It also discusses operation and oversight of DCS and the organisations that use them. The content covers incident management, providing an outline for incident response. Incident investigation is explored to address evidence collection and management.Current standards do not adequately address how to manage data (and the errors it may contain) and this leads to incidents, possibly loss of life. The DSM toolset is based on Interface Agreements to create soft boundaries to help engineers facilitate proportionate analysis, rationalisation and management of data safety. Data-Centric Safety is ideal for engineers who are working in the field of data safety management.This book will help developers and safety engineers to:- Determine what data can be used in safety systems, and what it can be used for- Verify that the data being used is appropriate and has the right characteristics, illustrated through a set of application areas- Engineer their systems to ensure they are robust to data errors and failures

Table of Contents

I. Data-Centric Safety1. Introduction2. System Safety Management3. Challenges to Systems EngineeringII. Data-Centric Fundamentals4. Data Fundamentals5. Data-Centric Systems6. System Context7. System DefinitionIII. Data-Centric Design8. Data-Centric Architecture9. Development10. Acceptance and ApprovalIV. Operational Management and Maintenance11. Operational Matters12. Live Management and ControlV. Incident Investigation13. Major Incident Response14. Investigation Management15. DCI Investigation Methods16. Incident Investigation17. Investigation Methodology Maturity18. Analysis as Part of a DCI19. Incident ReportVI. Data Safety Model20. Data Safety Model21. Using the DSM22. ValidationVII. Application Areas23. Autonomous Flight24. Enterprise25. HealthcareVIII. References