Automated weaning systems work by continuously monitoring a patient's respiratory parameters, such as tidal volume, respiratory rate, and oxygen saturation. Using predefined algorithms, these systems make adjustments to the ventilator settings to gradually reduce support as the patient's condition improves. Nurses play a crucial role in overseeing this process, ensuring that the technology is functioning correctly and the patient's needs are being met.