Prediction of bearing remaining useful life with deep convolution neural network

L Ren, Y Sun, H Wang, L Zhang - IEEE access, 2018 - ieeexplore.ieee.org
Cyber-physical-social system (CPSS) has drawn tremendous attention in industrial
applications such as industrial Internet of Things (IIoT). As the fundamental component of …

OntoProg: An ontology-based model for implementing Prognostics Health Management in mechanical machines

DL Nuñez, M Borsato - Advanced Engineering Informatics, 2018 - Elsevier
Abstract Trends in Prognostics Health Management (PHM) have been introduced into
mechanical items of manufacturing systems to predict Remaining Useful Life (RUL). PHM as …

An improved non-Markovian degradation model with long-term dependency and item-to-item uncertainty

X Xi, M Chen, H Zhang, D Zhou - Mechanical Systems and Signal …, 2018 - Elsevier
It is widely noted in the literature that the degradation should be simplified into a memoryless
Markovian process for the purpose of predicting the remaining useful life (RUL). However …