A parallel hybrid neural network with integration of spatial and temporal features for remaining useful life prediction in prognostics

J Zhang, J Tian, M Li, JI Leon… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Prediction of remaining useful life (RUL) is an indispensable part of prognostics health
management (PHM) in complex systems. Considering the parallel integration of the spatial …

A Health Indicator Construction Method Based on Unsupervised Parallel Multiscale Neural Networks

D Cao, H Li, N Zhang, C Zhang - 2022 Global Reliability and …, 2022 - ieeexplore.ieee.org
The construction of health indicators (HI) is an essential parts of prognostics and health
management (PHM). A good health indicator can accurately reflect the mechanical …