In advanced manufacturing, digital twins play a crucial role by creating virtual replicas of physical assets or systems. These models allow for real-time monitoring and simulation of manufacturing processes. By employing IoT sensors, businesses can predict failures, optimize operations, and enhance product development through continuous feedback and data analysis, thus improving overall efficiency and productivity.