This paper presents a cloud-native cyber-physical CNC manufacturing framework that integrates collaborative CNC operation with a tool wear condition monitoring (TWCM) case study for supervisory ...

Quality prediction and condition monitoring are crucial for realizing zero-defect intelligent manufacturing. Surface roughness is an important technical indicator to measure the surface quality of ...

The microphone sensor is used to collect audible sound (AS) signals. It has the advantages of closely related to tool wear, no need to attach sensors, convenient and flexible measurement, and does not ...

Caterpillar has unveiled the proprietary Cat Track Wear Sensor (CTWS) for Cat machines and undercarriages. The sensor remotely monitors undercarriage wear to predict wear out, plan maintenance and ...