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Real-Time Learning-Based Model Predictive Control: Online Algorithms and Applications in Energy Systems
(2021)The increased availability of sensing and computational capabilities in modern cyber-physical systems and networked systems has led to a growing interest in learning and data-driven control techniques. Learning-Based Model Predictive Control (LBMPC), i.e. the integration of learning methods in Model Predictive Control schemes, is one technique with potential applications for the control of dynamical systems under uncertain and stochastic ...Master Thesis