Dynamic condition monitoring method based on dimensionality reduction techniques for data-limited industrial environments
Computers in Industry(2019)
Abstract
•Dimensionality reduction can be dynamically used to monitor data-limited scenarios.•Dimensionality reduction helps getting insight and reducing noise from the data.•Besides accuracy, other metrics need to be addressed to implement algorithms.•Domain knowledge is key for the implementation of condition monitoring.
MoreTranslated text
Key words
Condition monitoring,Condition-based maintenance,Dimensionality reduction,Feature selection,Feature projection
AI Read Science
Must-Reading Tree
Example
![](https://originalfileserver.aminer.cn/sys/aminer/pubs/mrt_preview.jpeg)
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined