Yingxiang Liu

Efficient Dynamic Latent Variable Analysis for High-Dimensional Time Series Data

Yining Dong, Yingxiang Liu, S. Joe Qin, 2020, IEEE Transactions on Industrial Informatics.

Plant-wide troubleshooting and diagnosis using dynamic embedded latent feature analysis

Yingxiang Liu, Si-Zhao Joe Qin, Yining Dong, 2021, Comput. Chem. Eng..

Long–short-term memory encoder–decoder with regularized hidden dynamics for fault detection in industrial processes

B. Jafarpour, Yingxiang Liu, Robert Young, 2023, Journal of Process Control.

Latent-Space Dynamics for Prediction and Fault Detection in Geothermal Power Plant Operations

B. Jafarpour, Wei-Ming Ling, T. Cladouhos, 2022, Energies.

DiCCA with Discrete-Fourier Transforms for Power System Events Detection and Localization

S. Joe Qin, Yining Dong, Yingxiang Liu, 2018 .

Unsupervised High Impedance Fault Detection Using Autoencoder and Principal Component Analysis

J. Stoupis, Mohammad Razeghi-Jahromi, Yingxiang Liu, 2023, 2023 IEEE Industry Applications Society Annual Meeting (IAS).