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bnRep (version 0.0.3)

twinframework: twinframework Bayesian Network

Description

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

Arguments

Value

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

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);

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.