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Method for determining edge chipping in milling based on tool holder vibration measurements
- Source :
- CIRP Annals. 69:101-104
- Publication Year :
- 2020
- Publisher :
- Elsevier BV, 2020.
-
Abstract
- Process monitoring and in-process control in milling requires reliable sensor data from rotating tooling systems. Vibration sensing by an instrumented tool holder close to the cutting zone has been proven useful in mitigating chatter. A model is presented that enables the interpretation of vibration data of the rotating sensor and tool system to identify edge chipping. Thus, data from a single axis accelerometer can be interpreted to identify the existence of edge chipping on one of multiple cutting edges. The classification of observed effects is derived from methods developed for machine learning, which is demonstrated and evaluated by experimental results.
- Subjects :
- 0209 industrial biotechnology
Computer science
Vibration sensing
Mechanical Engineering
Acoustics
02 engineering and technology
Edge (geometry)
Accelerometer
Industrial and Manufacturing Engineering
Interpretation (model theory)
Vibration
020303 mechanical engineering & transports
020901 industrial engineering & automation
0203 mechanical engineering
Single axis
Tool holder
Subjects
Details
- ISSN :
- 00078506
- Volume :
- 69
- Database :
- OpenAIRE
- Journal :
- CIRP Annals
- Accession number :
- edsair.doi...........bec47d0104ef40d644850580c55d277c