A data-driven control system is a type of control system that relies primarily on data to make decisions and optimize performance rather than relying solely on mathematical models of the system being controlled. This approach uses real-time data and historical data to inform control strategies, making it particularly useful in complex or nonlinear systems where traditional model-based control methods may struggle or be infeasible.

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