Explicit Model Predictive Control of a Drying Blower Temperature: The Piecewise Affine Approach

被引:0
|
作者
Laribi, Ibtissem [1 ]
Gargouri, Faiez [2 ]
机构
[1] Carthage Univ, Tunis, Tunisia
[2] Univ Sfax, Sfax, Tunisia
关键词
Explicit predictive control; MPC; Piecewise affine system; Drying blower; Hybrid identification;
D O I
10.1007/978-3-030-90633-7_25
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes an explicit predictive control of temperature inside a drying blower based on the offline optimization of the control law, and a piecewise affine model obtained by hybrid identification. With the piecewise identification, nonlinear systems can be described by a unique model composed by sub-models with separated domains of validity, and a clear switching law between them. The explicit MPC was implemented on the drying blower, using Matlab and a programmable logical controller S7200. The results showed that we can get a performing predictive control by using cheap controllers.
引用
收藏
页码:293 / 303
页数:11
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