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bnRep (version 0.0.3)

drainage: drainage Bayesian Network

Description

Fuzzy Bayesian network fault diagnosis method based on fault tree for coal mine drainage system.

Arguments

Value

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

Format

A discrete Bayesian network for fault diagnosis of a coal mine drainage system. The probabilities were available from a repository. The vertices are:

AbnormalFlow

(T, F);

AirLeakageOfShaftSeal

(T, F);

GetValveFailure

(T, F);

ImpellerDamaged

(T, F);

LowSpeed

(T, F);

LowVoltage

(T, F);

MotorFault

(T, F);

PipelineFailure

(T, F);

PipelineRupture

(T, F);

Silting

(T, F);

WaterPumpFailure

(T, F);

References

Shi, X., Gu, H., & Yao, B. (2024). Fuzzy Bayesian Network Fault Diagnosis Method Based on Fault Tree for Coal Mine Drainage System. IEEE Sensors Journal.