Data Analytics for Engineering and Construction Project Risk Management
Ivan Damnjanovic author Kenneth Reinschmidt author
Format:Paperback
Publisher:Springer Nature Switzerland AG
Published:31st Jul '20
Currently unavailable, and unfortunately no date known when it will be back
This paperback is available in another edition too:
- Hardback£99.99(9783030142506)
This book provides a step-by-step guidance on how to implement analytical methods in project risk management. The text focuses on engineering design and construction projects and as such is suitable for graduate students in engineering, construction, or project management, as well as practitioners aiming to develop, improve, and/or simplify corporate project management processes.
The book places emphasis on building data-driven models for additive-incremental risks, where data can be collected on project sites, assembled from queries of corporate databases, and/or generated using procedures for eliciting experts’ judgments. While the presented models are mathematically inspired, they are nothing beyond what an engineering graduate is expected to know: some algebra, a little calculus, a little statistics, and, especially, undergraduate-level understanding of the probability theory.
The book is organized in three parts and fourteen chapters. In Part I theauthors provide the general introduction to risk and uncertainty analysis applied to engineering construction projects. The basic formulations and the methods for risk assessment used during project planning phase are discussed in Part II, while in Part III the authors present the methods for monitoring and (re)assessment of risks during project execution.
ISBN: 9783030142537
Dimensions: unknown
Weight: unknown
379 pages
1st ed. 2020