Smart manufacturing is revolutionizing electronics production by integrating cutting-edge technologies such as machine learning. This strategy enables manufacturers to improve various aspects of the production process, including supply chain management. Sensor data are monitored throughout the manufacturing cycle to provide valuable insights into