Evidence-Based Risk Management for Civil Engineering Projects Using Bayesian Belief Networks (BBN) - Publication - Bridge of Knowledge

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Evidence-Based Risk Management for Civil Engineering Projects Using Bayesian Belief Networks (BBN)

Abstract

The authors are seeking new methods for improving the efficiency of the investments associated with the maintenance and operation of existing civil engineering structures. It is demonstrated how the knowledge about the elements of construction and operation phases and their relationships, combined with monitoring data can be used for more effective management of the risks associated with civil engineering projects. The methodology chosen for estimating the probabilities of risk events is known as Bayesian Belief Networks (BBNs). To better illustrate how the proposed approach works the authors use the example of multi-family residential building located in Gdansk made in the wood-frame technology.

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Details

Category:
Conference activity
Type:
materiały konferencyjne indeksowane w Web of Science
Title of issue:
2018 Baltic Geodetic Congress (BGC Geomatics) strony 191 - 195
Language:
English
Publication year:
2018
Bibliographic description:
Siemaszko A., Grzyl B., Kristowski A..: Evidence-Based Risk Management for Civil Engineering Projects Using Bayesian Belief Networks (BBN), W: 2018 Baltic Geodetic Congress (BGC Geomatics), 2018, IEEE,.
DOI:
Digital Object Identifier (open in new tab) 10.1109/bgc-geomatics.2018.00042
Verified by:
Gdańsk University of Technology

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