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-  2019 

On the fractional closed

DOI: 10.1177/0142331218821409

Keywords: Fractional calculus,instrumental variable,linear-parameters-varying,least squares,nonlinear optimization

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Abstract:

It is well known that, in some industrial process identification situations, measurements can be collected from closed-loop experiments for several reasons such as stability, safety, and performance constraints. In this paper, we investigate the problem of identifying continuous-time fractional closed-loop linear parameter varying systems. The simplified refined instrumental variable method is developed to estimate both coefficients and differentiation orders. This method is established to provide consistent estimates when the output and the scheduling variable are contaminated by additive measurements noise. The proposed scheme is evaluated in comparison with other approaches in terms of a simulation example

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