Prognostics for Rotating Machinery Using Variational Mode Decomposition and Long Short-Term Memory Network. - Chongdang Liu; Linxuan Zhang; Jiahe Niu; Rong Yao; Cheng Wu (SMC, 2019)

Remaining Useful Life Prediction of Machining Tools by 1D-CNN LSTM Network. - Jiahe Niu; Chongdang Liu; Linxuan Zhang; Yuan Liao (SSCI, 2019)

Intelligent prognostics of machining tools based on adaptive variational mode decomposition and deep learning method with attention mechanism. - Chongdang Liu; Linxuan Zhang; Jiahe Niu; Rong Yao; Cheng Wu (Neurocomputing, 2020)