Development of software for modelling decentralized intelligent systems for security monitoring and control in power systems

Author

Panasetsky, Daniil ; Tomin, Nikita ; Voropai, Nikolai ; Kurbatsky, Victor ; Zhukov, Aleksei ; Sidorov, Denis

Author_Institution

Electric Power Systems Department, Melentiev Energy Systems Institute, Russian Academy of Sciences, Irkutsk, Russia

fYear

2015

fDate

June 29 2015-July 2 2015

Firstpage

1

Lastpage

6

Abstract

With rapidly increasing complexity of power grids in Europe, North America and Asia, liberalization of electricity markets and increasing penetration of renewable energy, the risk of large-scale emergencies and blackouts increases. This paper proposes a novel approach for development of software for modelling of decentralized intelligent systems for security monitoring and control in power systems. The innovation here is to joint use the modern computing environments - MATLAB, R and Java Agent Development Framework platform. The proposed intelligent system was tested on the modified 53-bus IEEE power system

Keywords

Computational modeling; Control systems; Generators; Intelligent systems; Power systems; Security; Software; blackout; emergency control; intelligent system; machine learning; multi-agent system; power systems; software design;

fLanguage

English

Publisher

ieee

Conference_Titel

PowerTech, 2015 IEEE Eindhoven

Conference_Location

Eindhoven, Netherlands

Type

conf

DOI

10.1109/PTC.2015.7232553

Filename

7232553