PQDs-CNN-Classifier

This repository contains a Deep CNN classifier of Power Quality Disturbances.

Requirements:

Python 3 Tensorflow Keras matplotlib scipy (using MATLAB)

To use the code with a given database:

1. Clone the repository.
2. Add your dataset to the same folder as the cloned code.
3. DeepCNN.py is the main file.Current dataset format is a MATLAB sturcut file. Replace the dataset filename in DeepCNN.py, at line: < DataBase = loadmat('DB_name.mat') >