Chongdang Liu

Uncertainty Prediction of Remaining Useful Life Using Long Short-Term Memory Network Based on Bootstrap Method

Yuan Liao, Linxuan Zhang, Chongdang Liu · 2018 · 101 citations

Engineering, Systems Engineering, Machine Learning +16

Unsupervised Anomaly Detection Using Variational Auto-Encoder based Feature Extraction

Rong Yao, Chongdang Liu, Linxuan Zhang et al. · 2019 · 82 citations

Computing, Computer Science, Data Mining +12

Intelligent prognostics of machining tools based on adaptive variational mode decomposition and deep learning method with attention mechanism

Chongdang Liu, Linxuan Zhang, Jiahe Niu et al. · Neurocomputing · 2020 · 79 citations

Computing, Computer Science, Mechanical Engineering +17

Multiple Sensors Based Prognostics With Prediction Interval Optimization via Echo State Gaussian Process

Chongdang Liu, Linxuan Zhang, Yuan Liao et al. · IEEE Access · 2019 · 36 citations · Full text

Computing, Systems Engineering, Bayesian Data Analysis +16

Dual Attention-Based Temporal Convolutional Network for Fault Prognosis Under Time-Varying Operating Conditions

Chongdang Liu, Linxuan Zhang, Rong Yao et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 36 citations

Computing, Computer Science, Machine Learning +16