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Title:

Dynamic Bayesian network for probabilistic modeling of tunnel excavation processes

Document type:
Zeitschriftenaufsatz
Author(s):
Špačková, O.; Straub, D.
Abstract:
A Dynamic Bayesian Network (DBN) model for probabilistic assessment of tunnel construction performance is introduced. It facilitates the quantification of uncertainties in the construction process and of the risk from extraordinary events that cause severe delays and damages. Stochastic dependencies resulting from the influence of human factors and other external factors are addressed in the model. An efficient algorithm for evaluating the DBN model is presented, which is a modification of the s...     »
Dewey Decimal Classification:
620 Ingenieurwissenschaften
Journal title:
Journal of Computer Aided Civil and Infrastructure Engineering
Year:
2013
Journal volume:
28
Pages contribution:
1-21
Reviewed:
ja
Language:
en
Fulltext / DOI:
doi:10.1111/j.1467-8667.2012.00759.x
Status:
Erstveröffentlichung
Format:
Text
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