Energy Theft Detection Model Based on VAE-GAN for Imbalanced Dataset

Energy Theft Detection Model Based on VAE-GAN for Imbalanced Dataset

Energy theft causes a lot of economic losses every year. In the practical environment of energy theft detection, it is required to solve imbalanced data problem where normal user data are significantly larger than energy theft data. In this paper, a variational autoencoder-generative adversarial net...

Full description

Bibliographic Details
Main Authors: Youngghyu Sun, Jiyoung Lee, Soohyun Kim, Joonho Seon, Seongwoo Lee, Chanuk Kyeong, Jinyoung Kim
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Energies
Subjects:
energy theft
imbalanced dataset
data augmentation
variational autoencoder
generative adversarial network
Online Access:https://www.mdpi.com/1996-1073/16/3/1109

Internet

https://www.mdpi.com/1996-1073/16/3/1109

Similar Items