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Industrial control systems must ensure reliable operation while respecting physical and operational constraints. In practice, PID controllers dominate industrial control, often cited as covering over 95% of control loops. PID controllers are reliable, well understood, and easy to maintain, but they cannot explicitly handle constraints. In contrast, model predictive control (MPC) can enforce constr
