drainage {bnRep} | R Documentation |
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.
[Package bnRep version 0.0.1 Index]