Study on predictive control using short-term prediction method based on chaos theory

N. Masumoto, H. Yamakawa

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    4 Citations (Scopus)

    Abstract

    The main objective of this study is an application of short-term prediction method by chaos theory to vibration control. In this paper, we proposed two predictive control methods for mechanical systems. The input time series or the output time series of a mechanical system in the near future was predicted by the short-term prediction method based on chaos theory and we used the obtained time series effectively to get the control force. The algorithm of the short-term prediction method, which is based on Takens's theorem, used in this study and a condition to have sufficient precision of prediction were discussed from practical engineering points. The effectiveness of the proposed control methods was shown by numerical results and experimental results.

    Original languageEnglish
    Title of host publicationAmerican Society of Mechanical Engineers, Design Engineering Division (Publication) DE
    Place of PublicationFairfield, NJ, United States
    PublisherASME
    Pages97-105
    Number of pages9
    Volume95
    Publication statusPublished - 1997
    EventProceedings of the 1997 ASME International Mechanical Engineering Congress and Exposition - Dallas, TX, USA
    Duration: 1997 Nov 161997 Nov 21

    Other

    OtherProceedings of the 1997 ASME International Mechanical Engineering Congress and Exposition
    CityDallas, TX, USA
    Period97/11/1697/11/21

    Fingerprint

    Chaos theory
    Time series
    Force control
    Vibration control

    ASJC Scopus subject areas

    • Engineering(all)

    Cite this

    Masumoto, N., & Yamakawa, H. (1997). Study on predictive control using short-term prediction method based on chaos theory. In American Society of Mechanical Engineers, Design Engineering Division (Publication) DE (Vol. 95, pp. 97-105). Fairfield, NJ, United States: ASME.

    Study on predictive control using short-term prediction method based on chaos theory. / Masumoto, N.; Yamakawa, H.

    American Society of Mechanical Engineers, Design Engineering Division (Publication) DE. Vol. 95 Fairfield, NJ, United States : ASME, 1997. p. 97-105.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Masumoto, N & Yamakawa, H 1997, Study on predictive control using short-term prediction method based on chaos theory. in American Society of Mechanical Engineers, Design Engineering Division (Publication) DE. vol. 95, ASME, Fairfield, NJ, United States, pp. 97-105, Proceedings of the 1997 ASME International Mechanical Engineering Congress and Exposition, Dallas, TX, USA, 97/11/16.
    Masumoto N, Yamakawa H. Study on predictive control using short-term prediction method based on chaos theory. In American Society of Mechanical Engineers, Design Engineering Division (Publication) DE. Vol. 95. Fairfield, NJ, United States: ASME. 1997. p. 97-105
    Masumoto, N. ; Yamakawa, H. / Study on predictive control using short-term prediction method based on chaos theory. American Society of Mechanical Engineers, Design Engineering Division (Publication) DE. Vol. 95 Fairfield, NJ, United States : ASME, 1997. pp. 97-105
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