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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]