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Implementation of New Predictive Control Based Volterra Model for Fast Dynamic Systems Using Microcontrollers: Real Time Application.

Authors :
Hmidene, Ali
Bennasr, Hichem
M'Sahli, Faouzi
Source :
Periodica Polytechnica: Electrical Engineering & Computer Science; 2024, Vol. 68 Issue 2, p115-123, 10p
Publication Year :
2024

Abstract

This paper presents a new contribution in the implementation of Volterra model predictive control for fast dynamics systems. The control approaches considered results on a switch paradigm that combine an online part based on suboptimal solution and an offline part referred to an offline neural network controller. The proposed approach has an advantage in comparison with nonlinear optimization-based control schemes. A real time application on STM32 to control a boost converter is studied and the results show very remarkable performances in time computing. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20645260
Volume :
68
Issue :
2
Database :
Complementary Index
Journal :
Periodica Polytechnica: Electrical Engineering & Computer Science
Publication Type :
Academic Journal
Accession number :
179544702
Full Text :
https://doi.org/10.3311/PPee.23033