Digital control platform using data-driven Model Predictive Control<sup>*</sup>

Implementing data-driven model predictive control in dynamical system control is challenging due to the need for precise data management, real-time computation, and effective user interaction. This paper introduces a digital control platform that integrates data-driven model predictive control with data management, model identification, and real-time control. Simulations demonstrate its efficiency in regulating swimming pool temperatures, outperforming classical methods.

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Publication Details

Published
2025-06-24
DOI
https://doi.org/10.23919/ecc65951.2025.11187164
Primary Topic
Advanced Control Systems Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

Digital control platform using data-driven Model Predictive Control*

Pierre Clément Blaud, Imad Mourtaji, Mounina Tounkara
Advanced Control Systems Optimization
article

Digital control platform using data-driven Model Predictive Control*

Pierre Clément Blaud, Imad Mourtaji, Mounina Tounkara
article en

Abstract

Implementing data-driven model predictive control in dynamical system control is challenging due to the need for precise data management, real-time computation, and effective user interaction. This paper introduces a digital control platform that integrates data-driven model predictive control with data management, model identification, and real-time control. Simulations demonstrate its efficiency in regulating swimming pool temperatures, outperforming classical methods.

Openalex Percentile: Top 63%
Advanced Control Systems Optimization
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Digital control platform using data-driven Model Predictive Control<sup>*</sup> — Pierre Clément Blaud, Imad Mourtaji, et al. · (2025) | TGRS Research Map | TGRS