Yingxiang Liu

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

Yining Dong, Yingxiang Liu, S. Joe Qin · IEEE Transactions on Industrial Informatics · 2020 · 84 citations

Latent Modeling, Engineering, High-dimensional Method +14

Graph attention network with Granger causality map for fault detection and root cause diagnosis

Yingxiang Liu, Behnam Jafarpour · Computers & Chemical Engineering · 2023 · 43 citations

Graph Attention Network, Fault Diagnosis, Network Science +12

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

Yingxiang Liu, Robert Young, Behnam Jafarpour · Journal of Process Control · 2023 · 42 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +10

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

S. Joe Qin, Yingxiang Liu, Yining Dong · Computers & Chemical Engineering · 2021 · 22 citations

Fault Diagnosis, Engineering, Data Science +9

Efficient data-driven models for prediction and optimization of geothermal power plant operations

Wei Ling, Yingxiang Liu, Robert Young et al. · Geothermics · 2024 · 15 citations · Full text

Data-driven Optimization, Engineering, Data Science +13