A Comparison of State-of-the-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data.
Aras Firat UnalAli Yuce KaleliEmre UmmakÖzlem AlbayrakPublished in: FiCloud (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- telemetry data
- predictive accuracy
- machine learning methods
- learning problems
- random forests
- decision trees
- fault diagnosis
- learning tasks
- input features
- machine learning models
- normal operation
- machine learning systems
- machine learning approaches
- multi dimensional time series
- failure diagnosis
- neural network
- international space station
- fault detection
- standard machine learning algorithms
- active learning
- genetic algorithm
- response time