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APPLICATION OF GENERALIZED PREDICTIVE CONTROL TO A FRACTIONAL ORDER PLANT

机译:广义预测控制在分数阶工厂中的应用

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摘要

This paper deals with the use of model predictive controllers (MPC) for controlling fractional order plants. MPC is an industry standard due to its intrinsic ability to handle input and state constraints for large scale multivariable plants. The method is illustrated with Generalized Predictive Control (GPC) and two low order discrete approximations of the fractional order plant (the so-called Chebyshev-Pade and Rational Chebyshev approximations) as model. It is shown how stability, performance and constraints handling can be achieved with ease when dealing with fractional order plants. It is also shown how robustness can be improved by means of a prefilter.
机译:本文讨论了使用模型预测控制器(MPC)控制分数阶工厂。 MPC由于具有处理大型多变量工厂的输入和状态约束的内在能力,因此是一项行业标准。用广义预测控制(GPC)和分数阶工厂的两个低阶离散近似(所谓的Chebyshev-Pade和有理Chebyshev近似)作为模型来说明该方法。它显示了在处理分数阶工厂时如何轻松实现稳定性,性能和约束条件处理。还显示了如何通过预滤波器提高鲁棒性。

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