DocumentCode :
2026291
Title :
An adaptable system for energy management in intelligent buildings
Author :
Qela, Blerim ; Mouftah, Hussein
Author_Institution :
Sch. of Inf. Technol. & Eng., Univ. of Ottawa, Ottawa, ON, Canada
fYear :
2011
fDate :
19-21 Sept. 2011
Firstpage :
1
Lastpage :
7
Abstract :
In this paper, an adaptable system model for energy management in intelligent buildings is investigated. The application of wireless sensor networks and adaptive learning techniques, in order to bring forward an “Adaptable Systemic Solution” is described. Furthermore, conceptual model and high level architecture of an adaptable system for energy management in “Intelligent Buildings” is proposed. The importance of an adaptable system encompassing few subsystems, sharing knowledge and data is described. The analytical model of a novel Adaptive Learning System capable to learn and adapt by exploiting a rules-based expert system and adaptive learning principles, is proposed and described. Its use for an enhanced version of a Programmable Communicating Thermostat is discussed.
Keywords :
building management systems; energy management systems; expert systems; home automation; learning (artificial intelligence); thermostats; wireless sensor networks; adaptable system model; adaptable systemic solution; adaptive learning technique; conceptual model; data sharing; energy management; high level architecture; intelligent buildings; knowledge sharing; programmable communicating thermostat; rule based expert system; wireless sensor networks; Buildings; Energy management; Intelligent sensors; Learning systems; Wireless sensor networks; Intelligent systems; adaptive systems; artificial intelligence; energy management; smart thermostat; wireless sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence for Measurement Systems and Applications (CIMSA), 2011 IEEE International Conference on
Conference_Location :
Ottawa, ON, Canada
ISSN :
2159-1547
Print_ISBN :
978-1-61284-924-9
Type :
conf
DOI :
10.1109/CIMSA.2011.6059912
Filename :
6059912
Link To Document :
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