Algerian Journal of Signals and Systems

Algerian Journal of Signals and Systems

Level Control of Quadruple Tank Process using Laguerre Functions based Model Predictive Control Algorithm

Yazarlar: Kamel Menighed, Issam CHEKAKTA

Cilt 5 , Sayı 2 , 2020 , Sayfalar 130-137

Konular:-

DOI:10.51485/ajss.v5i2.107

Anahtar Kelimeler:Discrete-linear state-space,Model Predictive Control (MPC),Laguerre functions,Optimization

Özet: This paper aims to present a model predictive controller based on discrete state-space modeling, where the future control trajectory is approximated by a set of discrete-time Laguerre functions instead of shift forward operators. The benefit of using these orthonormal Laguerre functions is that they have fewer parameters to adjust in the optimization problem and the computation load is significantly lower than the standard predictive control. The effectiveness of this controller is illustrated through the quadruple tank process, which is a highly interacted, multivariable and constrained system.

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@article{2020, title={Level Control of Quadruple Tank Process using Laguerre Functions based Model Predictive Control Algorithm}, volume={5}, number={130–137}, publisher={Algerian Journal of Signals and Systems}, author={Kamel Menighed, Issam CHEKAKTA}, year={2020} }
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Kamel Menighed, Issam CHEKAKTA. (2020). Level Control of Quadruple Tank Process using Laguerre Functions based Model Predictive Control Algorithm (Vol. 5). Vol. 5. Algerian Journal of Signals and Systems.
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Kamel Menighed, Issam CHEKAKTA. Level Control of Quadruple Tank Process Using Laguerre Functions Based Model Predictive Control Algorithm. no. 130–137, Algerian Journal of Signals and Systems, 2020.
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