TY - GEN
T1 - Rule-based model for smart building supervision and management
AU - Tamani, Nouredine
AU - Ahvar, Shohreh
AU - Santos, Gabriel
AU - Istasse, Bernard
AU - Praca, Isabel
AU - Brun, Paul Emmanuel
AU - Ghamri, Yacine
AU - Crespi, Noel
AU - Becue, Adrien
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/9/5
Y1 - 2018/9/5
N2 - Smart buildings are aimed at monitoring and controlling building facilities through a Building Management System (BMS). While current BMSs are based on processing logs of devices deployed in the building, this paper enables supervision and control of building by the use of semantic technologies. A common information base, as a core data model, is defined, which describes and defines formally the main physical and conceptual building elements (namely: Assets, spaces, data points, incidents and key performance indicators), their characteristics and interrelationships, as well as the constraints that apply to them. For instantiation purposes, we relied on a logical framework based on the existential rules, which allows to describe any domain as a set of facts, a set of rules and a set of constraints. We have implemented a fragment of our logical model as a proof of concept, where two real-world scenarios are implemented as demonstrators of the FUSE-IT project. The former is about access control to a data center, and the latter is about temperature anomaly correlated with the heater functioning in a given zone of a building. The aim of these experiments is to illustrate the functional capabilities of our approach for smart control in building management.
AB - Smart buildings are aimed at monitoring and controlling building facilities through a Building Management System (BMS). While current BMSs are based on processing logs of devices deployed in the building, this paper enables supervision and control of building by the use of semantic technologies. A common information base, as a core data model, is defined, which describes and defines formally the main physical and conceptual building elements (namely: Assets, spaces, data points, incidents and key performance indicators), their characteristics and interrelationships, as well as the constraints that apply to them. For instantiation purposes, we relied on a logical framework based on the existential rules, which allows to describe any domain as a set of facts, a set of rules and a set of constraints. We have implemented a fragment of our logical model as a proof of concept, where two real-world scenarios are implemented as demonstrators of the FUSE-IT project. The former is about access control to a data center, and the latter is about temperature anomaly correlated with the heater functioning in a given zone of a building. The aim of these experiments is to illustrate the functional capabilities of our approach for smart control in building management.
KW - BMS
KW - Existential rules
KW - FUSE-IT
KW - Internet of Things (IoT)
KW - Knowledge bases
KW - Ontology
KW - SAREF
KW - SSN
U2 - 10.1109/SCC.2018.00009
DO - 10.1109/SCC.2018.00009
M3 - Conference contribution
AN - SCOPUS:85054012055
SN - 9781538672501
T3 - Proceedings - 2018 IEEE International Conference on Services Computing, SCC 2018 - Part of the 2018 IEEE World Congress on Services
SP - 9
EP - 16
BT - Proceedings - 2018 IEEE International Conference on Services Computing, SCC 2018 - Part of the 2018 IEEE World Congress on Services
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE International Conference on Services Computing, SCC 2018, is co-located with the 2018 IEEE World Congress, IEEE SERVICES 2018, 2018 IEEE International Congress on Big Data, BIGDATA CONGRESS 2018, 2018 IEEE International on Cloud Computing, IEEE CLOUD 2018, 2018 IEEE InternationalConference on Edge Computing, IEEE EDGE 2018, 2018 IEEE International Conference on Cognitive Computing, IEEE ICCC 2018, 2018 IEEE International Conference on Internet of Things, IEEE ICIOT 2018, and 2018 IEEE International Conference on Web Services, IEEE ICWS 2018
Y2 - 2 July 2018 through 7 July 2018
ER -