rockburst: rockburst Bayesian Network

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

rockburst Bayesian Network

Description

Dynamic early warning of rockburst using microseismic multi-parameters based on Bayesian network.

Format

A Gaussian Bayesian network to give early-warning of rockbursts. The probabilities were given within the referenced paper. The vertices are:

Rockburst

(No, Yes);

MMAV

(Sligth, Medium, Strong);

SRAV

(Small, Medium, Big);

ASAV

(Small, Medium, Big);

DSDAV

(Small, Medium, Big);

SEAV

(Low, Medium, High);

Value

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

References

Li, X., Mao, H., Li, B., & Xu, N. (2021). Dynamic early warning of rockburst using microseismic multi-parameters based on Bayesian network. Engineering Science and Technology, an International Journal, 24(3), 715-727.

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