Title :
A Review of Agent and Service-Oriented Concepts Applied to Intelligent Energy Systems
Author :
Vrba, Pavel ; Marik, Vladimir ; Siano, Pierluigi ; Leitao, Paulo ; Zhabelova, Gulnara ; Vyatkin, Valeriy ; STRASSER, THOMAS
Author_Institution :
Czech Inst. for Inf., Robot., & Cybern., Czech Tech. Univ. in Prague, Prague, Czech Republic
Abstract :
The intention of this paper is to provide an overview of using agent and service-oriented technologies in intelligent energy systems. It focuses mainly on ongoing research and development activities related to smart grids. Key challenges as a result of the massive deployment of distributed energy resources are discussed, such as aggregation, supply-demand balancing, electricity markets, as well as fault handling and diagnostics. Concepts and technologies like multiagent systems or service-oriented architectures are able to deal with future requirements supporting a flexible, intelligent, and active power grid management. This work monitors major achievements in the field and provides a brief overview of large-scale smart grid projects using agent and service-oriented principles. In addition, future trends in the digitalization of power grids are discussed covering the deployment of resource constrained devices and appropriate communication protocols. The employment of ontologies ensuring semantic interoperability as well as the improvement of security issues related to smart grids is also discussed.
Keywords :
distributed power generation; energy resources; multi-agent systems; ontologies (artificial intelligence); open systems; power engineering computing; power system management; power system security; service-oriented architecture; smart power grids; active power grid management; agent-oriented concept; communication protocols; distributed energy resources deployment; flexible power grid management; intelligent energy system; intelligent power grid management; multiagent system; ontologies; power grid digitalization; resource constrained device; security issues; semantic interoperability; service-oriented architecture; smart grid; Electricity; Generators; Informatics; Real-time systems; Service-oriented architecture; Smart grids; Active demand response; distributed generation; electrical grid; multiagent systems (MASs); power balancing; renewable energy sources (RESs); service-oriented architectures (SOAs); smart grid;
Journal_Title :
Industrial Informatics, IEEE Transactions on
DOI :
10.1109/TII.2014.2326411