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Agent based Particle Swarm Optimization for load frequency control of distribution grid
KTH, School of Electrical Engineering (EES), Industrial Information and Control Systems.
2012 (English)In: Proceedings: 2012 47th International Universities Power Engineering Conference (UPEC), IEEE , 2012, 6398621- p.Conference paper, Published paper (Refereed)
Abstract [en]

This paper presents a Particle Swarm Optimization (PSO) based on multi-agent controller. Real-time digital simulator (RTDS) is used for modelling the power system, while a PSO based multi-agent LFC algorithm is developed in JAVA for communicating with resource agents and determines the scenario to stabilize the frequency and voltage after the system enters into the islanding operation mode. The proposed algorithm is based on the formulation of an optimization problem using agent based PSO. The modified IEEE 9-bus system is employed to illustrate the performance of the proposed controller via RTDS to verify its practical efficacy. Case studies are presented under different operating conditions.

Place, publisher, year, edition, pages
IEEE , 2012. 6398621- p.
Keyword [en]
Agent based PSO, Distributed Generation (DG), Islanding Operation, Java, Load Frequency Control, MAS, Microgrid, Optimization, Power System Control, RTDS
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-129797DOI: 10.1109/UPEC.2012.6398621Scopus ID: 2-s2.0-84872832152ISBN: 978-146732856-2 (print)OAI: oai:DiVA.org:kth-129797DiVA: diva2:653618
Conference
2012 47th International Universities Power Engineering Conference, UPEC 2012; London; United Kingdom; 4 September 2012 through 7 September 2012
Note

QC 20131004

Available from: 2013-10-04 Created: 2013-10-04 Last updated: 2013-10-04Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
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  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
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