A Mold Damage Monitoring Algorithm for Power Metallurgy Molding Machines Using Bidirectional Long Short-Term Memory on an Internet of Things Platform - Lin, Hao-Pu; Chen, Yuan-Chieh; Han, Chin-Chuan; Wu, Yu-Chi; Lin, Jin-Yuan (Sensors (Basel, Switzerland), 2025)
Keywords: Accuracy; Algorithms; Artificial intelligence; Automation; Bearings; Deep learning; Degassing of metals; Embedded systems; Factories; Fault diagnosis; inertial measurement unit (IMU); intelligence system; Internet of Things; Internet of Things (IoT); Machine learning; Machinery; Manufacturers; Manufacturing; mean square error; Metal powder products; Metal powders; Metals; Middleware; Mold damage; Neural networks; Powder metallurgy; Preventive maintenance; Sensors; Support vector machines; vibration data; deep learning; inertial measurement unit (IMU); Internet of Things (IoT); intelligence system; mean square error; vibration data