Application of Hybrid Agents to Smart Energy Management of a Prosumer Node

TitleApplication of Hybrid Agents to Smart Energy Management of a Prosumer Node
Publication TypeJournal Article
Year of Publication2013
AuthorsCaianiello, P., S. Costantini, G. D. Gasperis, and M. G. D. Lorenzo
JournalInternational Journal of Interactive Multimedia and Artificial Intelligence
ISSN1989-1660
IssueRegular Issue
Volume2
Number4
Date Published12/2013
Pagination60-66
Abstract

We outline a solution to the problem of intelligent control of energy consumption of a smart building system by a prosumer planning agent that acts on the base of the knowledge of the system state and of a prediction of future states. Predictions are obtained by using a synthetic model of the system as obtained with a machine learning approach. We present case studies simulations implementing different instantiations of agents that control an air conditioner according to temperature set points dynamically chosen by the user. The agents are able of energy saving while trying to keep indoor temperature within a given comfort interval.

KeywordsAgents, Energy, HVAC, Multi-Agent Systems, Prosumer Node
DOI10.9781/ijimai.2013.247
URLhttp://www.ijimai.org/journal/sites/default/files/files/2013/10/ijimai20132_4_7_pdf_88975.pdf
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