Summary: This dataset is developed for oscillation detection in control loops, employing machine learning techniques to enhance diagnostic capabilities in industrial processes.
| Parameter | Value |
|---|---|
| Name | Oscillation Detection Artificial Dataset |
| Labeled | Yes |
| Time Series | Yes |
| Simulation | Yes |
| Missing Values | No |
| Dataset Characteristics | Time-Series |
| Feature Type | Real |
| Associated Tasks | Classification |
| Number of Instances | INA |
| Number of Features | INA |
| Date Donated | INA |
| Source | GIMSCOP, Federal University of Rio Grande do Sul |
Used previously in machine learning research for oscillation detection, this dataset aids in studying and diagnosing oscillation issues within control systems.
Control loops, Oscillation detection, Machine learning, Process optimization