Title :
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
fDate :
June 29 2015-July 2 2015
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;
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven, Netherlands
DOI :
10.1109/PTC.2015.7232553
