This textbook introduces the fundamental concepts of probability, risk, and uncertainty, and shows their relevance in civil engineering projects. With an emphasis on applied probability and statistics, the book aids students in developing an intuitive understanding of the methods to apply in practice.

Drawing from real-world examples, readers are introduced to risk assessment and analysis techniques, enabling them to identify, evaluate, and prioritise potential risks. It gives realistic examples of how spreadsheet tools such as Microsoft Excel can be used to solve problems involving probability, and practical approaches such as Monte Carlo simulations and decision trees are explained in a clear, accessible manner, empowering students to make informed decisions under uncertain and variable conditions. The book also emphasises the importance of effective communication, equipping students with essential skills for working in multidisciplinary teams and with different stakeholders.

Risk and Uncertainty for Civil Engineering serves as an introductory textbook for undergraduate students in civil engineering, as well as a useful primer for postgraduate students.

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This textbook introduces the fundamental concepts of probability, risk, and uncertainty, and shows their relevance in civil engineering projects with an emphasis on applied probability and statistics. It shows how Microsoft Excel can be used to solve problems and explains practical approaches like Monte Carlo simulations and decision trees.

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1. Introduction. 2. Random variables and probability distributions. 3. Parameter estimation. 4. Data visualisation. 5. Uncertainty analysis of engineering systems. 6. Monte Carlo simulations. 7. Structural reliability analysis. 8. Complex systems. 9. Decision-making in an uncertain world. 10. Hypothesis testing. 11. Linear regression models. 12. Low probability, high impact events. 13. Risk communication. 14. Useful Excel functions.

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Produktdetaljer

ISBN
9781032679402
Publisert
2025-01-29
Utgiver
Taylor & Francis Ltd
Vekt
410 gr
Høyde
234 mm
Bredde
156 mm
Aldersnivå
UU, UP, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
206

Biografisk notat

Thomas Rodding Kjeldsen is Reader in the Department of Architecture and Civil Engineering, University of Bath, UK, where he teaches introductory courses on engineering risk and uncertainty to undergraduate and postgraduate civil engineering students.