Data Analytics for Engineering and Construction Project Risk Management /

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 a...

Full description

Bibliographic Details
Main Authors: Damnjanovic, Ivan (Author), Reinschmidt, Kenneth (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:1st ed. 2020.
Series:Risk, Systems and Decisions,
Subjects:
Online Access:Connect to the full text of this electronic book

MARC

Tag First Indicator Second Indicator Subfields
LEADER 00000nam a22000005i 4500
001 in00004388949
006 m o d
007 cr nn 008mamaa
008 190523s2020 sz | o |||| 0|eng d
005 20230330185344.5
020 |a 9783030142513 
024 7 |a 10.1007/978-3-030-14251-3  |2 doi 
035 |a (DE-He213)978-3-030-14251-3 
035 |a in00004388949 
050 4 |a TH438 
072 7 |a TNT  |2 bicssc 
072 7 |a TEC005000  |2 bisacsh 
072 7 |a TNT  |2 thema 
082 0 4 |a 624  |2 23 
100 1 |a Damnjanovic, Ivan.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
245 1 0 |a Data Analytics for Engineering and Construction Project Risk Management /  |c by Ivan Damnjanovic, Kenneth Reinschmidt. 
250 |a 1st ed. 2020. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2020. 
300 |a 1 online resource (XV, 379 pages 112 illustrations, 108 illustrations in color.) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Risk, Systems and Decisions,  |x 2626-6725 
505 0 |a 1.Introduction to Risk and Uncertainty -- 2.Project Risk Management Framework -- 3.Project Data -- 4.Probability Theory Background -- 5.Project Planning and Estimating -- 6.Project Monitoring and Control -- 7.Case Studies and Implementation Framework. 
520 |a 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 the authors 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. 
650 0 |a Building-Superintendence. 
650 0 |a Construction industry-Management. 
650 0 |a Construction superintendence. 
650 0 |a Quality control. 
650 0 |a Reliability. 
650 0 |a Industrial safety. 
650 0 |a Project management. 
650 1 4 |a Construction Management.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/T23039 
650 2 4 |a Quality Control, Reliability, Safety and Risk.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/T22032 
650 2 4 |a Project Management.  |0 https://scigraph.springernature.com/ontologies/product-market-codes/515020 
655 7 |a Electronic books.  |2 local 
700 1 |a Reinschmidt, Kenneth.  |e author.  |4 aut  |4 http://id.loc.gov/vocabulary/relators/aut 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9783030142506 
776 0 8 |i Printed edition:  |z 9783030142520 
776 0 8 |i Printed edition:  |z 9783030142537 
830 0 |a Risk, Systems and Decisions,  |x 2626-6725 
856 4 0 |u http://proxy.library.tamu.edu/login?url=https://doi.org/10.1007/978-3-030-14251-3  |z Connect to the full text of this electronic book  |t 0 
950 |a Engineering (SpringerNature-11647) 
950 |a Engineering (R0) (SpringerNature-43712) 
955 |a Springer EBA Purchase 
999 f f |s e0cace0c-724d-4b72-a552-a7e87e3c6ff2  |i 6cadba1c-6e08-3434-a5fb-db58b207cfb6  |t 0 
952 f f |a Texas A&M University  |b College Station  |c Electronic Resources  |d Available Online  |t 0  |e TH438   |h Library of Congress classification 
998 f f |a TH438   |t 0  |l Available Online