Journal article
A Tensor-based t-SVD-LSTM Remaining Useful Life Prediction Model for Industrial Intelligence
Abstract
The Industrial Internet of Things (IIoT) integrates smart sensors and actuators for the widespread digitization and enhancement of industrial and manufacturing processes. Smart equipment is used to improve the industrial intelligence and make industrial production more flexible, safer and more efficient. For complex equipment, product life-cycle management (PLM) including remaining useful life (RUL) is one of the essential issues for industrial …
Authors
Wang X; Yang LT; Cao E; Guo L; Ren L; Deen MJ
Journal
IEEE Transactions on Industrial Informatics, Vol. PP, No. 99, pp. 1–12
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
DOI
10.1109/tii.2022.3220854
ISSN
1551-3203