Vibration Analysis for Fault Detection using STFT, FFT in Python
Vibration Analysis for Fault Detection using STFT, FFT in Python
I) Feature Extraction using
A) Skewness B) Kurtosis C) Standard Deviation D) Mean
II)
Performing FFT to convert from time domain to frequency domain for finding various frequencies from different sources.
Performing STFT to track frequency values and time information together.
To run the program
Create a Virtual Environment
python -m virtualenv .
Install the Required Packages
pip install -r requirements.txt
Start Running the Analysis.ipynb jupyter notebook