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    ASIA unversity > 資訊學院 > 資訊工程學系 > 期刊論文 >  Item 310904400/108606

    Please use this identifier to cite or link to this item: http://asiair.asia.edu.tw/ir/handle/310904400/108606

    Title: Two-stage digital redesign of a cooling system with time delay by dither
    Authors: 蔡志仁;Zhi-Ren Tsai;張耀仁;Yau-Zen Chang
    Contributors: 資訊工程學系
    Date: 2017-07
    Issue Date: 2017-12-08 14:47:04 (UTC+8)
    Abstract: : A novel discrete-time (DT) temperature control scheme with the injection of high-frequency dither
    signal is proposed to regulate thermal disturbance of a continuous-time (CT) water cooling system. The
    control scheme is designed with a two-stage technique, which is composed of an off-line identification stage
    and an on-line adaptive control stage. The dithered plant is identified by a Random-Simplex Network (RSN)
    approach that guarantees global optimal modeling for the off-line identification stage. In which, this CT
    nonlinear delayed system with disturbance is represented in the form of a discrete-time Two-Stage Neural
    Network (TSNN) with tapped delays. Furthermore, we provide DT theories to ensure the convergence and
    uniformly ultimate boundedness of the closed-loop system in the sense of Lyapunov. Experimental results
    show that the proposed strategy has excellent control performance and that dither successfully suppresses the
    effect of the nonlinear dynamics in the system.
    Appears in Collections:[資訊工程學系] 期刊論文

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