Pre-treatment of outliers and anomalies in plant data: Methodology and case study of a Vacuum Distillation Unit.
Kamil OsterStefan GüttelJonathan L. ShapiroLu ChenMegan JobsonPublished in: CoRR (2021)
Keyphrases
- data sets
- case study
- data points
- database
- data sources
- sensor data
- small number
- data collection
- raw data
- data distribution
- prior knowledge
- software development
- data processing
- data analysis
- image data
- anomaly detection
- training data
- statistical methods
- data structure
- spatial data
- original data
- network structure
- high quality
- outlier detection
- statistically significant
- domain experts
- missing data
- high dimensional data
- computer systems