Development of Constrained Predictive Functional Control using Laguerre Function Based Prediction

被引:17
作者
Abdullah, M. [1 ,2 ]
Rossiter, J. A. [1 ]
Haber, R. [3 ]
机构
[1] Univ Sheffield, Dept Automat Control & Syst Engn, Mappin St, Sheffield S1 3JD, S Yorkshire, England
[2] Int Islamic Univ Malaysia, Dept Mech Engn, Kuala Lumpur, Malaysia
[3] Cologne Univ Appl Sci, Inst Proc Engn & Plant Design, D-50679 Cologne, Germany
关键词
Predictive Control; Constrained PFC; Effective Constraint Technique; EFFICIENT ALGORITHMS;
D O I
10.1016/j.ifacol.2017.08.2222
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This work presents a novel constraint handling strategy for Predictive Functional Control (PFC). First, to improve prediction consistency, the constant input assumption of nominal PFC approaches is replaced with Laguerre based prediction. This substitution improves the effectiveness of using a constrained solution to prevent long-term constraint violations. Secondly, for state constraints, a simpler single regulator approach is proposed instead of switching between regulators, an approach common in the PFC literature. Simulation results verify that the proposed method manages the constraints better than the traditional approach. Moreover, despite all the modifications, the controller formulation and framework remain simple and straightforward which thus are in line with the key ethos of PFC. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:10705 / 10710
页数:6
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