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

Noriyasu Masumoto, Hiroshi Yamakawa

    Research output: Chapter in Book/Report/Conference proceedingChapter

    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, Applied Mechanics Division, AMD
    Pages97-105
    Number of pages9
    Volume223
    Publication statusPublished - 1997

    Fingerprint

    Chaos theory
    Time series
    Force control
    Vibration control

    ASJC Scopus subject areas

    • Mechanical Engineering

    Cite this

    Masumoto, N., & Yamakawa, H. (1997). A study on predictive control using short-term prediction method based on chaos theory. In American Society of Mechanical Engineers, Applied Mechanics Division, AMD (Vol. 223, pp. 97-105)

    A study on predictive control using short-term prediction method based on chaos theory. / Masumoto, Noriyasu; Yamakawa, Hiroshi.

    American Society of Mechanical Engineers, Applied Mechanics Division, AMD. Vol. 223 1997. p. 97-105.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    Masumoto, N & Yamakawa, H 1997, A study on predictive control using short-term prediction method based on chaos theory. in American Society of Mechanical Engineers, Applied Mechanics Division, AMD. vol. 223, pp. 97-105.
    Masumoto N, Yamakawa H. A study on predictive control using short-term prediction method based on chaos theory. In American Society of Mechanical Engineers, Applied Mechanics Division, AMD. Vol. 223. 1997. p. 97-105
    Masumoto, Noriyasu ; Yamakawa, Hiroshi. / A study on predictive control using short-term prediction method based on chaos theory. American Society of Mechanical Engineers, Applied Mechanics Division, AMD. Vol. 223 1997. pp. 97-105
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