Datasets
Standard Dataset
Milling Acoustic Data
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- Citation Author(s):
- Submitted by:
- Dimitar Ninevski
- Last updated:
- Wed, 02/12/2025 - 09:41
- DOI:
- 10.21227/5jtz-0551
- License:
- Categories:
- Keywords:
Abstract
Data from acoustic condition monitoring of a milling process. During the process, several test parts were milled and acoustic data was recorded using a MEMS microphone.
One file shows two different tools used during milling, one for rough (face) milling with five cutting edges, and one with four cutting edges.
The other files show the data from different parts being milled, with the tool having four cutting edges. There were seven parts milled in total.
As the parts progress, it can be seen that the acoustic data changes, indicating wear and damage in the tool.
File: USBPnpP4-20230307-SM2BT9-Nah.wav
*.wav file, where the two different tools being used are visible.
Files: USBPnpP4-20230307-SM2T3BTx-Job2-Nah.wav
*.wav files, in zipped folder, where the data from the milling of each part is present. BTx represents the part number, so BT1 is part number 1, etc.
Dataset Files
- An audio file containing data from different milling tools. First, a tool with 5 cutting edges, and then a tool with 4. USBPnpP4-20230307-SM2BT9-Nah.wav (78.01 MB)
- A zip folder of audio files, each file corresponding to a different milling part. Job2.zip (56.49 MB)