twinframework {bnRep} | R Documentation |
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.