DocumentCode
2783271
Title
An intelligent agent-based distributed architecture for Smart-Grid integrated network management
Author
Garcia, Alejandra P. ; Oliver, J. ; Gosch, D.
Author_Institution
CTO, IAPsolutions, Madrid, Spain
fYear
2010
fDate
10-14 Oct. 2010
Firstpage
1013
Lastpage
1018
Abstract
This paper describes a distributed software architecture designed to manage, in an integrated way, interoperable Smart-Grid networks. It has been designed to address the fact of having massive deployments of AMI, DA, and HAN devices (meters, concentrators, sensors) from multiple vendor technologies, which must be accessed through several communications networks. This network management system is used to deliver the service configurations to the Smart-Grid, retrieve data measurements, and monitor network availability. The proposed architecture is based on autonomous, intelligent, cooperative, distributed agents. The intelligence is achieved by means of data ontology definitions and rule-engines. Data ontologies are retrieved from the different reference data models (smart-grid, communications, proprietary and other models). Each agent is able to specialize in an autonomous way by means of rule sets and the specific data models. Agents are reactive to external events and communicate by means of an event-based real-time middleware. This middleware provides a structured distributed event-bus. Using this architecture, it is possible to monitor the whole network status, deliver complex service definitions to the smart-meters, upgrade device and service configurations, and retrieve measurements with security. In addition, as the intelligence is distributed in agents, it is possible to segregate the different functional roles in the service, associating them to the corresponding agents. This architecture has already been tested on huge device deployments.
Keywords
cooperative systems; data models; middleware; mobile agents; ontologies (artificial intelligence); open systems; power engineering computing; power system management; power system measurement; real-time systems; security of data; smart power grids; software architecture; AMI device; DA device; HAN device; autonomous agent; communications network; concentrator; cooperative agent; data measurement retrieval; data model; data ontology; device configuration; distributed agent; distributed software architecture; event-based real-time middleware; intelligent agent-based distributed architecture; interoperable smart-grid network; network availability; network management system; rule set; rule-engine; security; sensor; service configuration; smart meter; smart-grid integrated network management; structured distributed event-bus; vendor technology; Computer architecture; Data models; Monitoring; Protocols; Real time systems; Security; Telecommunications; Smart-Grid; integrated network management; intelligent agents; operation support systems (OSS);
fLanguage
English
Publisher
ieee
Conference_Titel
Local Computer Networks (LCN), 2010 IEEE 35th Conference on
Conference_Location
Denver, CO
ISSN
0742-1303
Print_ISBN
978-1-4244-8387-7
Type
conf
DOI
10.1109/LCN.2010.5735673
Filename
5735673
Link To Document