inverters {bnRep} | R Documentation |
inverters Bayesian Network
Description
Intelligent fault inference of inverters based on a three-layer Bayesian network.
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);
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
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.