Jie Liu

Joint Learning of Degradation Assessment and RUL Prediction for Aeroengines via Dual-Task Deep LSTM Networks

Huihui Miao, Bing Li, Chuang Sun et al. · IEEE Transactions on Industrial Informatics · 2019 · 274 citations

Artificial Intelligence, Health Assessment, Engineering +19

Imbalanced fault diagnosis of rolling bearing using improved MsR-GAN and feature enhancement-driven CapsNet

Jie Liu, Changhe Zhang, Xingxing Jiang · Mechanical Systems and Signal Processing · 2021 · 190 citations

Fault Diagnosis, Condition Monitoring, Imbalanced Fault Diagnosis +7

Conditional GAN and 2-D CNN for Bearing Fault Diagnosis With Small Samples

J. N. Yang, Jie Liu, Jingsong Xie et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 140 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +18

Multi-sensor data fusion-enabled semi-supervised optimal temperature-guided PCL framework for machinery fault diagnosis

Xingxing Jiang, Xuegang Li, Qian Wang et al. · Information Fusion · 2023 · 137 citations

Fault Diagnosis, Condition Monitoring, Engineering +10

Displacement Monitoring and Analysis of Expansion Joints of Long-Span Steel Bridges with Viscous Dampers

Tong Guo, Jie Liu, Yufeng Zhang et al. · Journal of Bridge Engineering · 2014 · 135 citations

Engineering, Structural Dynamics, Mechanical Engineering +18