/GANomaly-in-PDN

anomaly detection and health diagnosis for ieee69 distribution system by GANomaly

Primary LanguagePython

GANomaly-in-PDN (Power Distribution Network)

Introduction

  • reconstrust IEEE distribution network 69 data by GANomaly

[reference]

Structure

  • dataload
    • DNdata.py get dataset
  • experiments save experiments results
  • models
    • DCGAN_GANomaly.py DCGAN
  • runs save logs generated by tensorboard
  • test infernece(testing) code
  • train training code