The experimental application of popular machine learning algorithms on predictive maintenance and the design of IIoT based condition monitoring system.
Mustafa ÇakirMehmet Ali GüvençSelcuk MistikogluPublished in: Comput. Ind. Eng. (2021)
Keyphrases
- machine learning algorithms
- monitoring system
- benchmark data sets
- virtual instrument
- machine learning
- learning algorithm
- machine learning methods
- learning problems
- decision trees
- predictive accuracy
- data acquisition
- health monitoring
- machine learning models
- safe operation
- statistical machine learning
- machine learning approaches
- machine learning systems
- random forests
- standard machine learning algorithms
- learning tasks
- input features
- remote monitoring
- supervised learning