Model Predictive control of multi-input multi-output systems

Name: Model Predictive control of multi-input multi-output systems
Brand: LAP Lambert Academic Publishing
SKU: 9786204204956
Price: 34.69 EUR
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Model Predictive control of multi-input multi-output systems using reduced complexity ARX-Laguerre MIMO model

Autor: Abdelkader MBAREK, Tarek GARNA, Kais Bouzrara

Jazyk:

Väzba: Brožovaná

Vydavateľ: LAP Lambert Academic Publishing

Dostupnosť: Skladom u dodávateľa

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34.69 €

In this work, a novel method is constructed for model predictive control (MPC) of Multi-Input Multi-...

Informácie o knihe

Autor

Abdelkader MBAREK, Tarek GARNA, Kais Bouzrara

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2021

Stránok

EAN

9786204204956

Enbook ID

38571277

Vydavateľ

LAP Lambert Academic Publishing

Hmotnosť

107

Rozmery

150 x 220 x 4

Kompletný popis

In this work, a novel method is constructed for model predictive control (MPC) of Multi-Input Multi-Output (MIMO) systems. These latter are represented by a discrete-time MIMO ARX model expansion on Laguerre orthonormal bases. The resulting model entitled MIMO ARX-Laguerre model, provides a recursive representation with parameter number reduction. The recursive formulation of the MIMO ARX-Laguerre model is used to obtain the MPC strategy and to synthesizing an adaptive predictive controller of MIMO systems. The adaptive predictive control law is computed based on multi-step-ahead finite-element predictors, identified directly from experimental input/output data. The model is tuned in each iteration by an online identification algorithm of both model parameters and Laguerre poles.

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Model Predictive control of multi-input multi-output systems

Model Predictive control of multi-input multi-output systems using reduced complexity ARX-Laguerre MIMO model

Informácie o knihe

Kompletný popis

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