Model predictive control: Past, present and future

Model predictive control: Past, present and future
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DOI:
10.1016/0019-0578(94)90095-7
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发表时间:
1994-09
期刊:
影响因子:
7.3
通讯作者:
J. B. Froisy
J. B. Froisy
中科院分区:
计算机科学2区
文献类型:
--
作者:
J. B. Froisy

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模型预测控制在20世纪80年代出现在过程工业中。今天,它是司空见惯的,在某种意义上,成熟。商业软件包可在各种平台上使用,“自己动手”的实现也很容易找到。本文介绍了这项技术的现状,并试图预测未来的重要发展。一些趋势是明确的,但可能性的范围是广泛的。有许多流行语可以描述未来模型预测控制器的各个方面:自适应,非线性,嵌入式,面向对象,开放系统等等。本文探讨了这些可能适合未来的模型预测控制器。
Model predictive control was emerging into the process industries during the 1980's. Today it is commonplace and, in some sense, mature. Commercial packages are available on a variety of platforms and “do it yourself” implementations are also readily found. This paper takes a look at where this technology has been and where it is, and tries to predict important future developments. Some trends are clear but the range of possibilities is wide. There are many buzzwords that could describe aspects of future model predictive controllers: adaptive, non-linear, embedded, object oriented, open systems and many more. How these might fit into future model predictive controllers is explored in this paper.