shipping: shipping Bayesian Network

Description

Leverage Bayesian Network and Fault Tree Method on Risk Assessment of LNG Maritime Transport Shipping Routes: Application to the China–Australia Route.

Arguments

Value

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

Format

A discrete Bayesian network to evaluate the occurrence likelihood of risk of transporting liquefied natural gas on the China–Australia Route. Probabilities were given within the referenced paper. The vertices are:

AirlineInherentRisks: (Yes, No);
CoastalPortsRisk: (Yes, No);
DeepChannel: (Yes, No);
DifficultHandlingLNG: (Yes, No);
FewerPorts: (Yes, No);
FireRiskLNG: (Yes, No);
HeavyFog: (Yes, No);
HeavyTraffic: (Yes, No);
HighCurrent: (Yes, No);
HighWaves: (Yes, No);
ImpactEpidemic: (Yes, No);
InfluencePoliticalGame: (Yes, No);
InfluenceWeather: (Yes, No);
LNGLoadingRisk: (Yes, No);
LNGTransportRisk: (Yes, No);
LongDistance: (Yes, No);
LowVisibility: (Yes, No);
MaritimeSecurity: (Yes, No);
MilitaryConflict: (Yes, No);
NonTraditionalThreat: (Yes, No);
ObjectiveFactors: (Yes, No);
PiracyAttack: (Yes, No);
PoorDraftLevel: (Yes, No);
PoorOrganization: (Yes, No);
SafetyPerformanceLNG: (Yes, No);
SafetyRoutes: (Yes, No);
SeaBreezeEffect: (Yes, No);
SovereignityDispute: (Yes, No);
StrongSeaBreeze: (Yes, No);
StrongWinds: (Yes, No);
SubjectiveFactors: (Yes, No);
Thunderstorms: (Yes, No);
TransportLNGRisk: (Yes, No);
UncertainNavigablePeriod: (Yes, No);
UnsafePersonnel: (Yes, No);
VesselRisk: (Yes, No);

References

Chang, Z., He, X., Fan, H., Guan, W., & He, L. (2023). Leverage Bayesian network and fault tree method on risk assessment of LNG maritime transport shipping routes: Application to the China-Australia route. Journal of Marine Science and Engineering, 11(9), 1722.