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 · 100 citations

Artificial Intelligence, Fault Diagnosis, Engineering +25

Unsupervised Anomaly Detection Using Variational Auto-Encoder based Feature Extraction

Rong Yao, Chongdang Liu, Linxuan Zhang et al. · 2019 · 80 citations

Anomaly Detection, Machine Learning, Data Science +14

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 · 76 citations

Engineering, Machine Learning, Material Machining +11

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 · 35 citations

Fault Diagnosis, Engineering, Machine Learning +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 · 34 citations · Full text

Engineering, Machine Learning, Life Prediction +26