A method to estimate the remaining useful lifetime of a two-jaw parallel gripper based on experimental failure threshold data.
Serkan MertGünter BitschJohannes L. JoostePublished in: ISM (2023)
Keyphrases
- synthetic data
- detection method
- input data
- test data
- data sets
- data sources
- training samples
- correlation analysis
- objective function
- statistical analysis
- training data
- experimental data
- missing data
- parallel implementation
- information loss
- noisy data
- statistical methods
- missing values
- segmentation method
- preprocessing
- high quality
- knowledge discovery
- spatial data
- database
- data collection
- high accuracy
- knn
- threshold selection