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robust linear regression  (MathWorks Inc)


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    MathWorks Inc robust linear regression
    Robust Linear Regression, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 93/100, based on 264 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/robust linear regression/product/MathWorks Inc
    Average 93 stars, based on 264 article reviews
    robust linear regression - by Bioz Stars, 2026-03
    93/100 stars

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    Figure 5. Different block diagrams used for the synthesis of the robust fixed-order H∞ controller.

    Journal: Scientific reports

    Article Title: Development of a fixed-order [Formula: see text] controller for a robust P&O-MPPT strategy to control poly-crystalline solar PV energy systems.

    doi: 10.1038/s41598-025-86477-y

    Figure Lengend Snippet: Figure 5. Different block diagrams used for the synthesis of the robust fixed-order H∞ controller.

    Article Snippet: It is given by ẋm(t) = ( −2162.7 −47916 0 333.33 0 −128.58 0 2805.4 −72.727 ) · xm(t) + ( 0 −111610 63127 ) · δD(t) (31) where the corresponding transfer function is given by Gn(s) = 53479 × 105 · (s + 145.5) (s + 119.6) · (s2 + 2116 · s + 162.4 × 105) (32) So, it is a nominal model presenting the high static gain Gn(0) = 400.6, from which it is possible to synthesize the robust voltage controller using the PID structure, whose parameters are determined by applying the MATLAB function PidTuner30.

    Techniques: Blocking Assay

    Figure 19. Duty cycle control generated by the fixed-order H∞ controller during 12 h of one arbitrary day.

    Journal: Scientific reports

    Article Title: Development of a fixed-order [Formula: see text] controller for a robust P&O-MPPT strategy to control poly-crystalline solar PV energy systems.

    doi: 10.1038/s41598-025-86477-y

    Figure Lengend Snippet: Figure 19. Duty cycle control generated by the fixed-order H∞ controller during 12 h of one arbitrary day.

    Article Snippet: It is given by ẋm(t) = ( −2162.7 −47916 0 333.33 0 −128.58 0 2805.4 −72.727 ) · xm(t) + ( 0 −111610 63127 ) · δD(t) (31) where the corresponding transfer function is given by Gn(s) = 53479 × 105 · (s + 145.5) (s + 119.6) · (s2 + 2116 · s + 162.4 × 105) (32) So, it is a nominal model presenting the high static gain Gn(0) = 400.6, from which it is possible to synthesize the robust voltage controller using the PID structure, whose parameters are determined by applying the MATLAB function PidTuner30.

    Techniques: Control, Generated