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: 41.73 EUR
Availability: InStock

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

Автор: Abdelkader MBAREK, Tarek GARNA, Kais Bouzrara

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Налично при издателя, по поръчка

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41.73 € 81.62 лв

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

Информация за книгата

Автор

Abdelkader MBAREK, Tarek GARNA, Kais Bouzrara

Език

Английски език

Корици

Книга - С меки корици

Издадена

2021

страници

EAN

9786204204956

Enbook ID

38571277

Издател

LAP Lambert Academic Publishing

Теглоt

107

Размери

150 x 220 x 4

Пълно описание

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

Информация за книгата

Пълно описание

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