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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

Language EnglishEnglish
Book Paperback
Book Model Predictive control of multi-input multi-output systems Abdelkader MBAREK
Libristo code: 38571277
Publishers LAP Lambert Academic Publishing, November 2020
In this work, a novel method is constructed for model predictive control (MPC) of Multi-Input Multi-... Full description
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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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About the book

Full name Model Predictive control of multi-input multi-output systems
Language English
Binding Book - Paperback
Date of issue 2021
Number of pages 60
EAN 9786204204956
Libristo code 38571277
Weight 107
Dimensions 150 x 220 x 4
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