Simple package to calculate bearing characteristic frequencies and perform envelope analysis.
Project description
pyBearing
A lightweight Python package for calculating bearing fault characteristic frequencies and performing envelope analysis for fault detection.
Features
- Bearing fault characteristic frequencies calculation
- Bearing database
- Envelope extraction and visualization
Installation
To install the package, run:
pip install pybearing
Examples
Example notebooks and scripts are available in the examples/ directory:
- Bearing and FaultFrequencies dataclass showcase
- Use of bearing database
- Showcase of envelope extraction and spectrum on measurement of faulty bearing
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