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bnRep (version 0.0.3)

beam2: beams Bayesian Network

Description

Bayesian networks and their application to the reliability of FRP strengthened beams.

Arguments

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

Format

A discrete Bayesian network assess the structural reliability of bridge systems (Figure 3). Probabilities were given within the referenced paper. The vertices are:

BeamWidth

(Low, High);

ConcreteStrength

(Low, High);

ProbabilityOfFailure

(Fail, Pass);

Reinforcement

(Low, High);

TempAndHumidity

(Low, High);

WaterCementRatio

(Low, High);

References

Obaid, O., & Leblouba, M. (2022, March). Bayesian Networks and Their Application to the Reliability of FRP Strengthened Beams. In International Civil Engineering and Architecture Conference (pp. 277-284). Singapore: Springer Nature Singapore.