Summary: SACAC offers a repository of industrial control process data to support research and development in control loop performance monitoring.
| Parameter | Value |
|---|---|
| Name | SACAC |
| Labeled | INA |
| Time Series | INA |
| Simulation | INA |
| Missing Values | INA |
| Dataset Characteristics | INA |
| Feature Type | INA |
| Associated Tasks | INA |
| Number of Instances | INA |
| Number of Features | INA |
| Date Donated | INA |
| Source | SACAC |
The data sets are arranged according to the cause of the poor performance of the control loops. These categories are described in Bauer et al. (2016) and are ordered according to how often they occur in industrial processes.
The repository is described in the following paper. For valve stiction, a comparative study was conducted using industrial data that is also available on this repository (Bacci di Capaci et al., 2016). This data repository wants to encourage the development of similar studies.
Control systems, Performance monitoring, Industrial data, Research, Process optimization