The proposed technology focuses on a machine tool spindle with variable preload using hydraulic and piezoelectric actuators, allowing dynamic preload adjustments for improved performance. It integrates a digital twin for real-time monitoring and predictive maintenance, advancing Industry 4.0 in smart manufacturing.