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.
Authors
- Pierre Clément Blaud (ORCID: https://orcid.org/0000-0002-4730-3653)
- Imad Mourtaji
- Mounina Tounkara
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