Multi-Machine Gaussian Topic Modeling for Predictive Maintenance

Multi-Machine Gaussian Topic Modeling for Predictive Maintenance

In this paper, we propose a coherent framework for multi-machine analysis, using a group clustering model, which can be utilized for predictive maintenance (PdM). The framework benefits from the repetitive structure posed by multiple machines and enables for assessment of health condition, degradati...

Full description

Bibliographic Details
Main Authors: Alexander Karlsson, Ebru Turanoglu Bekar, Anders Skoogh
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Exploratory data analysis
cluster analysis
Gaussian topic modeling
hierarchical modeling
multi-machine analysis
multiple data streams
Online Access:https://ieeexplore.ieee.org/document/9481148/

Internet

https://ieeexplore.ieee.org/document/9481148/

Similar Items