Nonlinear model predictive control using Hammerstein models

Nonlinear model predictive control using Hammerstein models
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DOI:
10.1016/s0959-1524(97)80001-b
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发表时间:
1997-02-01
影响因子:
4.2
通讯作者:
McDonald, KA
McDonald, KA
中科院分区:
计算机科学2区
文献类型:
--
作者:
Fruzzetti, KP;Palazoglu, A;McDonald, KA

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由线性动态元件和非线性静态元件串联而成的非线性模型在描述许多化学过程的行为方面被证明是非常有吸引力的。本文提出了一种基于Hammerstein模型结构的模型预测控制方案。两个仿真实例,pH中和过程和二元精馏塔,被用来证明该方法的有效性。版权所有(C)1996 Elsevier Science Ltd
Nonlinear models that are composed of a linear dynamic element in series with a nonlinear static element prove to be very attractive in describing the behaviour of many chemical processes. In this paper, a model predictive control scheme is proposed using the Hammerstein model structure. Two simulation examples, a pH neutralization process and a binary distillation column, are used to demonstrate the effectiveness of the method. Copyright (C) 1996 Elsevier Science Ltd