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MAS-Based Modeling of Active Distribution Network: The Simulation of Emerging Behaviors
Department of Electrical Engineering and Automation, Aalto University, Espoo.
Department of Electrical Engineering and Automation, Aalto University, Espoo.
Department of Electrical Engineering and Automation, Aalto University, Espoo.
Department of Electrical Engineering and Automation, Aalto University, Espoo.
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Number of Authors: 72016 (English)In: IEEE Transactions on Smart Grid, ISSN 1949-3053, E-ISSN 1949-3061, Vol. 7, no 6, p. 2615-2623Article in journal (Refereed) Published
Abstract [en]

Agent-based modeling of active distribution network helps to understand the dynamics and to design the control strategies for overall system efficiency. There is, however, a lack of generic and multipurpose agent definitions in existing studies. In this paper, a multi-agent system-based modeling of an active distribution network is presented using cooperative agents. A method to solve a network-wise objective of state estimation is explained with the proposed model. The network component agents are defined to be cooperative to meet the overall objectives and greedy to fulfil individual objectives such as energy cost minimization. A token-ring protocol is deployed for the agent communication among themselves, as well as with market and network operator agents. Furthermore, a MATLAB/Simulink model of active distribution network is used to simulate the emerging stochastic loading scenario, while the autonomous prosumer agents optimize their total energy cost responding to market price variations.

Place, publisher, year, edition, pages
2016. Vol. 7, no 6, p. 2615-2623
National Category
Computer Sciences
Research subject
Dependable Communication and Computation Systems
Identifiers
URN: urn:nbn:se:ltu:diva-8010DOI: 10.1109/TSG.2015.2510547ISI: 000391723600005Scopus ID: 2-s2.0-84956865387Local ID: 672c3e32-933b-46cb-a4f6-ff58417ff868OAI: oai:DiVA.org:ltu-8010DiVA, id: diva2:980900
Note

Validerad; 2016; Nivå 2; 2016-11-17 (andbra)

Available from: 2016-09-29 Created: 2016-09-29 Last updated: 2018-07-10Bibliographically approved

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Vyatkin, Valeriy

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