A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization

Xutao Li, Minjie Chen, Yoshihara Tsutomu

    研究成果: Conference contribution

    7 引用 (Scopus)

    抄録

    This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.

    元の言語English
    ホスト出版物のタイトルProceedings of the International Conference on Power Electronics and Drive Systems
    ページ238-243
    ページ数6
    DOI
    出版物ステータスPublished - 2013
    イベント2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013 - Kitakyushu
    継続期間: 2013 4 222013 4 25

    Other

    Other2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013
    Kitakyushu
    期間13/4/2213/4/25

    Fingerprint

    Particle swarm optimization (PSO)
    Controllers
    Evolutionary algorithms

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

    これを引用

    Li, X., Chen, M., & Tsutomu, Y. (2013). A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization. : Proceedings of the International Conference on Power Electronics and Drive Systems (pp. 238-243). [6527021] https://doi.org/10.1109/PEDS.2013.6527021

    A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization. / Li, Xutao; Chen, Minjie; Tsutomu, Yoshihara.

    Proceedings of the International Conference on Power Electronics and Drive Systems. 2013. p. 238-243 6527021.

    研究成果: Conference contribution

    Li, X, Chen, M & Tsutomu, Y 2013, A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization. : Proceedings of the International Conference on Power Electronics and Drive Systems., 6527021, pp. 238-243, 2013 IEEE 10th International Conference on Power Electronics and Drive Systems, PEDS 2013, Kitakyushu, 13/4/22. https://doi.org/10.1109/PEDS.2013.6527021
    Li X, Chen M, Tsutomu Y. A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization. : Proceedings of the International Conference on Power Electronics and Drive Systems. 2013. p. 238-243. 6527021 https://doi.org/10.1109/PEDS.2013.6527021
    Li, Xutao ; Chen, Minjie ; Tsutomu, Yoshihara. / A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization. Proceedings of the International Conference on Power Electronics and Drive Systems. 2013. pp. 238-243
    @inproceedings{4ef123bc85b54acf9d34f7c180505553,
    title = "A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization",
    abstract = "This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.",
    keywords = "digital control, overshoot, PID, PSO, robustness",
    author = "Xutao Li and Minjie Chen and Yoshihara Tsutomu",
    year = "2013",
    doi = "10.1109/PEDS.2013.6527021",
    language = "English",
    isbn = "9781467317900",
    pages = "238--243",
    booktitle = "Proceedings of the International Conference on Power Electronics and Drive Systems",

    }

    TY - GEN

    T1 - A method of searching PID controller's optimized coefficients for Buck converter using particle swarm optimization

    AU - Li, Xutao

    AU - Chen, Minjie

    AU - Tsutomu, Yoshihara

    PY - 2013

    Y1 - 2013

    N2 - This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.

    AB - This paper presents the method of searching optimized PID controller's coefficients for Buck converter using PSO-particle swarm optimization. Recently, PSO, which can be used for parameter optimization, becomes attractive because its computation simplicity relative to other evolutionary algorithms such as GA. A problem is that PID controller's coefficients found with PSO may be not suitable which causes large overshoot and bad robustness. This paper proposed a method to solve this problem by improving the ratio of the proportion term through changing evolution conditions. According to the experimental results, the proposed method is feasible and the effect is good.

    KW - digital control

    KW - overshoot

    KW - PID

    KW - PSO

    KW - robustness

    UR - http://www.scopus.com/inward/record.url?scp=84880726628&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=84880726628&partnerID=8YFLogxK

    U2 - 10.1109/PEDS.2013.6527021

    DO - 10.1109/PEDS.2013.6527021

    M3 - Conference contribution

    AN - SCOPUS:84880726628

    SN - 9781467317900

    SP - 238

    EP - 243

    BT - Proceedings of the International Conference on Power Electronics and Drive Systems

    ER -