twinframework: twinframework Bayesian Network

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

twinframework Bayesian Network

Description

Sustainable operation and maintenance modeling and application of building infrastructures combined with digital twin framework.

Format

A discrete Bayesian network to identify critical factors during the in-service phase and achieve sustainable operation and maintenance for building infrastructures. Probabilities were given within the referenced paper. The vertices are:

Weather

(Fine weather, Bad weather);

SocialActivities

(Active, No activity);

Time

(Non-working hours, Working hours);

CampusActivities

(Campus activities, No campus activities);

PersonnelType

(Student, Social personnel);

EquipmentStatus

(Good equipment, Equipment abnormality)

UsingPlayground

(Use, Not in use);

Value

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

References

Jiao, Z., Du, X., Liu, Z., Liu, L., Sun, Z., & Shi, G. (2023). Sustainable Operation and Maintenance Modeling and Application of Building Infrastructures Combined with Digital Twin Framework. Sensors, 23(9), 4182.

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