Data-driven Model Predictive Control for Cyber-Physical Systems with Gaussian Process Regression

By: Yuxin Zhang, Guoliang Li, Zhengyu Huang, Chao Shen

Published: 2025-12-05

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Abstract

This research introduces a data-driven model predictive control strategy, enhanced by Gaussian Process Regression, tailored for complex cyber-physical systems. The approach offers improved robustness and adaptability for critical applications in areas like autonomous systems, smart grids, and industrial automation.

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Data-driven Model Predictive Control for Cyber-Physical Systems with Gaussian Process Regression | ArXiv Intelligence