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Table 4 Evolution of workpiece condition monitoring

From: Advanced Data Collection and Analysis in Data-Driven Manufacturing Process

Year Indirect accuracy monitoring Direct accuracy monitoring
Before 2000 Ultrasonic sensor [81]
AE sensor [80]
Dynamometer [84]
 
2001–2010 Dynamometer [79]
Accelerometer [78, 85]
 
2011–2020 Simulation [86]
Ultrasonic sensor [87]
X-ray diffraction [88]
Vision based system [82, 31]
Touch-trigger stylus [89]
Thin film sensor [90]
Responsive fixture [93, 94]