inverters: inverters Bayesian Network

Description

Intelligent fault inference of inverters based on a three-layer Bayesian network.

Arguments

Value

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

Format

A discrete Bayesian network to infer the probable uncertain faults. Probabilities were given within the referenced paper. The vertices are:

AbnormalPulseVoltageWaveform: (TRUE, FALSE);
APhaseFailure: (TRUE, FALSE);
APhaseNegativeWaveFormDistortion: (TRUE, FALSE);
APhasePositiveWaveFormDistortion: (TRUE, FALSE);
BPhaseFailure: (TRUE, FALSE);
BPhaseNegativeWaveFormDistortion: (TRUE, FALSE);
BPhasePositiveWaveFormDistortion: (TRUE, FALSE);
C1Failure: (TRUE, FALSE);
C1VoltageAnomaly: (TRUE, FALSE);
C2Failure: (TRUE, FALSE);
C2VoltageAnomaly: (TRUE, FALSE);
CapacitanceParameterWeakening: (TRUE, FALSE);
CPhaseFailure: (TRUE, FALSE);
CPhaseNegativeWaveFormDistortion: (TRUE, FALSE);
CPhasePositiveWaveFormDistortion: (TRUE, FALSE);
DCLinkFailure: (TRUE, FALSE);
G1PulseMissing: (TRUE, FALSE);
G2PulseMissing: (TRUE, FALSE);
G3PulseMissing: (TRUE, FALSE);
G4PulseMissing: (TRUE, FALSE);
G5PulseMissing: (TRUE, FALSE);
G6PulseMissing: (TRUE, FALSE);
T1OC: (TRUE, FALSE);
T2OC: (TRUE, FALSE);
T3OC: (TRUE, FALSE);
T4OC: (TRUE, FALSE);
T5OC: (TRUE, FALSE);
T6OC: (TRUE, FALSE);
VoltageWaveFormAsymmetry: (TRUE, FALSE);

References

Han, S., He, Y., Zheng, S., & Wang, F. (2019). Intelligent Fault Inference of Inverters Based on a Three-Layer Bayesian Network. Mathematical Problems in Engineering, 2019(1), 3653746.