An algorithm for data-driven prognostics based on statistical analysis of condition monitoring data on a fleet level.
Simone TurrinSubanatarajan SubbiahGiacomo LeoneLoredana CristaldiPublished in: I2MTC (2015)
Keyphrases
- statistical analysis
- data driven
- input data
- noisy data
- condition monitoring
- data sets
- synthetic datasets
- data analysis
- k means
- dynamic programming
- neural network
- learning algorithm
- simulated annealing
- detection algorithm
- statistical methods
- raw data
- objective function
- data points
- data sources
- preprocessing
- decision making
- wavelet packet