What does this research mean for the field?

A digital twin-enabled strategy integrating an Extended Kalman Filter and predictive functional control provides accurate real-time monitoring and adaptive thermal regulation for direct hybrid solar dryers. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

The aim is to develop a high-fidelity digital twin for improving thermal regulation in hybrid solar dryers.

May 27, 2026Open Access

Digital Twin–Enabled Data-Driven Strategy for Real-Time Thermal Control in Direct Hybrid Solar Dryers

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Authors

CMCamara M’BoirickCadi Ayyad University NHNawfal HidraCadi Ayyad University SDSaïd DoubabiCadi Ayyad University

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Implication

Randomized trial demonstrates enhanced thermal control in solar dryers, suggesting real-time adaptive strategies.

Key Points

The aim is to develop a high-fidelity digital twin for improving thermal regulation in hybrid solar dryers.
Developed a digital twin using MATLAB's System Identification Toolbox to model temperature and humidity dynamics.
Utilized Extended Kalman Filter for real-time state estimation during varying operating conditions.
Implemented a Hybrid Adaptive Differential Evolution algorithm for adaptive tuning of control parameters.
Improved real-time thermal regulation achieved through accurate synchronization of physical and virtual systems.
Enhanced predictive functional control led to better disturbance rejection in drying process.
Robustness and tracking performance increased in a nonlinear environment.

Cite This Study

M’Boirick et al. (2026) studied this question.

synapsesocial.com/papers/6a168ac80c924ddd1bd599cb https://doi.org/10.1051/epjconf/202637104001/pdf

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Digital Twin–Enabled Data-Driven Strategy for Real-Time Thermal Control in Direct Hybrid Solar Dryers

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Cite This Study

Digital Twin–Enabled Data-Driven Strategy for Real-Time Thermal Control in Direct Hybrid Solar Dryers

Discussion

Member takes

Implication

Key Points

Cite This Study

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