An ARX-petri nets algorithm for active identification of an AC/DC microgrid simulation

Leony O. Matos, Luis B. Gutierrez, Jorge W.G. Sanchez, Alexander A. Tellez

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations

    Abstract

    In this article, a new algorithm is developed for the identification of an AC/DC Microgrid (MG) using methods of 'Auto-Regressive with eXogenous inputs (ARX)' and Petri Nets (PN). An algorithm is shown in order to obtain a model of Distributed Generation (DG) systems for a MG. This algorithm aims to obtain a bank of models in which each model is obtained through the identification of a different point of operation. This method facilitates the identification of dynamic non-linear systems associated with MG systems. During the development of this research, a bank of models for converter systems are obtained in state space which reflect the nonlinear dynamic properties of the systems and converters that compose an AC/DC MG.

    Original languageEnglish
    Title of host publication4th IEEE Colombian Conference on Automatic Control
    Subtitle of host publicationAutomatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings
    EditorsJose Garcia-Tirado, Diego Munoz-Durango, Hernan Alvarez, Hector Botero-Castro
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    ISBN (Electronic)9781538669624
    DOIs
    StatePublished - Oct 2019
    Event4th IEEE Colombian Conference on Automatic Control, CCAC 2019 - Medellin, Colombia
    Duration: 15 Oct 201918 Oct 2019

    Publication series

    Name4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings

    Conference

    Conference4th IEEE Colombian Conference on Automatic Control, CCAC 2019
    Country/TerritoryColombia
    CityMedellin
    Period15/10/1918/10/19

    Bibliographical note

    Publisher Copyright:
    © 2019 IEEE.

    Keywords

    • ARX
    • Identification
    • Microgrid
    • No-lineal systems
    • Petri Net
    • State Space Model

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