Improved design of experiments method for machine-learning-based modelling of gearbox efficiency in a test rig environment.
Lukas BauerLeon StützPatrick BeckWilhelm G. KleppmannMarkus KleyPublished in: KES (2022)
Keyphrases
- machine learning
- detection method
- highly efficient
- high precision
- cost function
- neural network
- high efficiency
- improved algorithm
- machine learning methods
- computational efficiency
- synthetic data
- high accuracy
- dynamic programming
- significant improvement
- pairwise
- preprocessing
- classification accuracy
- natural language processing
- statistical methods
- feature selection
- case study
- data mining
- prior knowledge
- learning algorithm
- computer vision
- decision trees
- fault diagnosis
- similarity measure
- training data
- computational complexity
- experimental evaluation
- feature space