Wenqian Jiang

An electricity data cluster analysis method based on SAGA-FCM algorithm

2017

The key technology to analyzing electricity data is cluster methods, of which the traditional way has already lost its agility and quality due to the increasing data volume. To this end, this paper presented an …

A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series

2019 · arXiv (Cornell University)

This paper proposes a novel fault diagnosis approach based on generative adversarial networks (GAN) for imbalanced industrial time series where normal samples are much larger than failure cases. We combine a well-designed feature extractor with …