Title :
A Multi-agent Coordination Framework for Smart Building Energy Management
Author :
Stavropoulos, Thanos G. ; Rigas, Emmanouil S. ; Kontopoulos, Efstratios ; Bassiliades, Nick ; Vlahavas, Ioannis
Author_Institution :
Sch. of Sci. & Technol., Int. Hellenic Univ., Greece
Abstract :
This paper presents a novel energy management framework for multi-agent coordination in smart buildings. The framework builds on top of an existing Service-Oriented middleware for Ambient Intelligence, which offers sensor and actuator functions of wireless devices. The middleware also provides a semantics infrastructure that assists in authoring agent policies for reducing energy consumption and maximizing user comfort. Each agent within the framework is responsible for monitoring the environmental context and controlling the electrical appliances of a specific room. However, the collective behavior of the multi-agent system is controlled by a Coordinator Agent that approves or rejects the allocation of building resources in time, aiming at more "long-term" goals that are out of the reach and scope of the individual Room Agents. The agents\´ underlying logic is expressed via defeasible logics, a formalism offering intuitive knowledge representation and advanced conflict resolution mechanisms.
Keywords :
ambient intelligence; building management systems; home automation; middleware; service-oriented architecture; actuator function; agent logic; agent policy authoring; ambient intelligence; building resource allocation; conflict resolution mechanisms; coordinator agent; defeasible logics; electrical appliance control; energy consumption reduction; environmental context monitoring; intuitive knowledge representation; multiagent coordination framework; room agents; semantic infrastructure; sensor function; service-oriented middleware; smart building energy management; user comfort maximization; wireless devices; Ambient intelligence; Buildings; Cognition; Semantics; Switches; Web services; ambient intelligence; context-aware systems; multi-agent systems; smart environments; web services;
Conference_Titel :
Database and Expert Systems Applications (DEXA), 2014 25th International Workshop on
Conference_Location :
Munich
Print_ISBN :
978-1-4799-5721-7
DOI :
10.1109/DEXA.2014.39