diagnosis {bnRep} | R Documentation |
diagnosis Bayesian Network
Description
An interpretable unsupervised Bayesian network model for fault detection and diagnosis.
Format
A discrete Bayesian network to support the process monitoring scheme. Probabilities were given within the referenced paper, although the variances were not clearly specified. The vertices are X1, X2, ..., X16.
Value
An object of class bn.fit
. Refer to the documentation of bnlearn
for details.
References
Yang, W. T., Reis, M. S., Borodin, V., Juge, M., & Roussy, A. (2022). An interpretable unsupervised Bayesian network model for fault detection and diagnosis. Control Engineering Practice, 127, 105304.
[Package bnRep version 0.0.1 Index]