nuclearwaste: nuclearwaste Bayesian Network

In bnRep: A Repository of Bayesian Networks from the Academic Literature

nuclearwaste Bayesian Network

Description

Comprehensiveness of scenarios in the safety assessment of nuclear waste repositories.

Format

A discrete Bayesian network to obtain bounds on the probability that the reference safety threshold is violated. Probabilities were given within the referenced paper. The vertices are:

BarrierDegradation

(Fast, Slow);

ChemicalDegradation

(Fast, Slow);

CrackAperture

(Micro, Macro);

DiffusionCoefficient

(Low, High);

DistributionCoefficient

(Low, High);

Earthquake

(BDBE, Major);

HydraulicConductivity

(Low, Medium, High);

MonolithDegradation

(Very Fast, Fast, Slow);

WaterFlux

(Low, High);

DoseRate

(Violated, Not Violated);

Value

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

References

Tosoni, E., Salo, A., Govaerts, J., & Zio, E. (2019). Comprehensiveness of scenarios in the safety assessment of nuclear waste repositories. Reliability Engineering & System Safety, 188, 561-573.

bnRep documentation built on April 12, 2025, 1:13 a.m.