The dataset contains 36733 instances of 11 sensor measures aggregated over one hour (by means of average or sum) from a gas turbine. The Dataset includes gas turbine parameters (such as Turbine Inlet Temperature and Compressor Discharge pressure) in addition to the ambient variables.
Attribute Information:
The explanations of sensor measurements and their brief statistics are given below.
| Variable | (Abbrivation) | Unit | Min | Max | Mean |
|---|---|---|---|---|---|
| Ambient temperature | (AT) | C | 6.23 | 37.10 | 17.71 |
| Ambient pressure | (AP) | mbar | 985.85 | 1036.56 | 1013.07 |
| Ambient humidity | (AH) | (%) | 24.08 | 100.20 | 77.87 |
| Air filter difference pressure | (AFDP) | mbar | 2.09 | 7.61 | 3.93 |
| Gas turbine exhaust pressure | (GTEP) | mbar | 17.70 | 40.72 | 25.56 |
| Turbine inlet temperature | (TIT) | C | 1000.85 | 1100.89 | 1081.43 |
| Turbine after temperature | (TAT) | C | 511.04 | 550.61 | 546.16 |
| Compressor discharge pressure | (CDP) | mbar | 9.85 | 15.16 | 12.06 |
| Turbine energy yield | (TEY) | MWH | 100.02 | 179.50 | 133.51 |
| Carbon monoxide | (CO) | mg/m3 | 0.00 | 44.10 | 2.37 |
| Nitrogen oxides | (NOx) | mg/m3 | 25.90 | 119.91 | 65.29 |