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A Nonlinear PID Control Design for Block-Oriented Nonlinear Models

机译:面向块非线性模型的非线性PID控制设计

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Block-oriented nonlinear structures are popular in modelling nonlinear electrical, biological, and chemical processes. These models are characterized by a static nonlinearity component, which is in general described by polynomial form, in series with a linear dynamic submodel. The unknown parameters are estimated from real-time experiments by using the least squares identification algorithm. The conventional control strategy for this class of systems is the nonlinearity inversion method, which is including an exact inverse of the static nonlinearity into the appropriate place. Hence, any standard linear controller can be applied. In contrast, the performance of this classical control strategy becomes limited when the considered static nonlinearity is not exactly invertible. To overcome this difficulty, a novel control approach is proposed in this paper. An electrical process is considered to illustrate the efficacy of the proposed control strategy.
机译:面向块的非线性结构在建模非线性电气,生物学和化学过程中是流行的。这些模型的特征在于一种静态非线性分量,其通常由多项式形式描述,串联与线性动态子模型串联。通过使用最小二乘识别算法,从实时实验估计未知参数。这种系统的传统控制策略是非线性反转方法,其包括静态非线性的精确逆到适当的位置。因此,可以应用任何标准的线性控制器。相反,当考虑的静态非线性不完全可逆时,这种经典控制策略的性能受到限制。为了克服这种困难,本文提出了一种新的控制方法。考虑电气过程以说明所提出的控制策略的功效。

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