Enhancing Transformer Health Index Prediction Using Dissolved Gas Analysis Data Through Integration of LightGBM and Robust EM Algorithms.
Aman Samson MogosXiaodong LiangC. Y. ChungPublished in: IEEE Access (2024)
Keyphrases
- data analysis
- statistical analysis
- data sets
- noisy data
- data reduction
- statistical methods
- prediction algorithm
- correlation analysis
- computationally efficient
- database
- data processing
- data collection
- learning algorithm
- knowledge discovery
- data sources
- prediction accuracy
- sensor data
- data mining algorithms
- data distribution
- evolutionary algorithm
- high dimensional
- historical data
- data mining
- data structure
- genetic algorithm
- data analysis tasks