drainage: drainage Bayesian Network

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

drainage Bayesian Network

Description

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

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);

Value

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

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.

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