/PV-fault-prediction

Primary LanguagePython

PV Fault Prediction

Requirements

  • NumPy
  • Pandas
  • Sklearn

Prepare Dataset

First, run covert.py to covert the 'xlsx' data file to 'csv' format. To merge all csv file, call the merge_csv function.

Run Experiments

Select the csv dataset in the main.py and run the scripts to start training and testing.

Current implemented algorithm:

  • Multilayer perceptron
  • Random forrest