PD-Denoising-using-Optimized-Wavelet
Partial Discharge Denoising Using Optimized Wavelet-Based Technique
Note: Project repository has yet to be updated. Work in progress
- MainFunction.ipynb runs all three parts/steps of the denoising technique [listed below].
- Preprocessing.ipynb performs preprocessing of the PD signal; extracting PD pulses & outputting clean & noisy signals
- NSGA2.ipynb performs the NSGA2 optimization to determine the best wavelet denoising parameters.
- Denoising.ipynb performs the optimized wavelet denoising on the noise-contaminated PD pulses.
NSGA-II Objective Space
Denoised PD Pulse Train Example
Zoomed-in PD Pulse
