Robotic Method and Instrument to Efficiently Synthesize Faulty Conditions and Mass-Produce Faulty-Conditioned Data for Rotary Machines.
Yip Fun YeungFangzhou XiaJuliana CovarrubiasMikio FurokawaTakayuki HiranoKamal Youcef-ToumiPublished in: ICRA (2023)
Keyphrases
- synthetic data
- input data
- data sets
- noisy data
- test data
- prior knowledge
- data collection
- prior information
- cost function
- correlation analysis
- data analysis
- significant improvement
- dynamic programming
- experimental conditions
- training samples
- high accuracy
- high quality
- database
- data points
- data processing
- data sources
- preprocessing
- missing values
- experimental data
- data mining
- user input
- decision trees
- similarity measure
- simulation study
- computational complexity
- detection method
- data mining techniques
- feature set