MAS-Based Modeling of Active Distribution Network: The Simulation of Emerging Behaviors

Merkebu Z. Degefa, Antti Alahäivälä, Olli Kilkki, Muhammad Humayun, Ilkka Seilonen, Valeriy Vyatkin, Matti Lehtonen

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

10 Sitaatiot (Scopus)

Abstrakti

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.

AlkuperäiskieliEnglanti
Artikkeli7394195
Sivut2615-2623
Sivumäärä9
JulkaisuIEEE TRANSACTIONS ON SMART GRIDS
Vuosikerta7
Numero6
DOI - pysyväislinkit
TilaJulkaistu - 1 marrask. 2016
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

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