Hybrid control systems operate by continuously monitoring the catalytic process through sensors and making real-time adjustments using actuators. The control algorithm, often an advanced one like MPC, processes the data and determines the optimal adjustments needed to maintain desired reaction conditions. This real-time feedback loop ensures that the catalytic process remains within optimal parameters, even in the face of disturbances or changes in operating conditions.