Title :
Multi-agent based energy and comfort management in a building environment considering behaviors of occupants
Author :
Rui Yang ; Lingfeng Wang
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Toledo, Toledo, OH, USA
Abstract :
Intelligent buildings are becoming a trend of next-generation´s commercial buildings, which facilitate intelligent control of the building to fulfill occupants´ needs. Energy and comfort management is the major task for a building automation system. Since occupants´ behaviors have a direct impact on the system performance, the building should be capable to interacting with occupants by responding to their requests and obtaining feedbacks based on their behaviors. In this paper, a multi-agent based intelligent control system is developed for achieving effective energy and comfort management in a building environment. The developed multi-agent system turns out to be capable of facilitating the building to interact with its occupants for realizing user-centered control of buildings.
Keywords :
building management systems; control engineering computing; electrical engineering computing; energy conservation; intelligent control; multi-agent systems; building automation system; building environment; comfort management; energy-efficient buildings; intelligent buildings; multiagent based energy management; multiagent based intelligent control system; next-generation commercial buildings; occupant behaviors; user-centered control; Actuators; Automation; Buildings; Lighting; Multiagent systems; Temperature measurement; Temperature sensors; Multi-agent system; artificial neural networks; intelligent and energy-efficient buildings; occupant behaviors;
Conference_Titel :
Power and Energy Society General Meeting, 2012 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4673-2727-5
Electronic_ISBN :
1944-9925
DOI :
10.1109/PESGM.2012.6345671