Table 3.
Description of features extracted from original response curves in [52].
Parameters | Description |
---|---|
Baseline | |
Final response, response | Sensor value (averaged over 5 s) at gasOffbaseline |
30/90 s on/off response | Sensor value (averaged over 5 s) 30/90 s after gasOn/Off—baseline |
Maximum response | Max(sensor value)—baseline |
Min/max derivative | Min/max difference between two samples during measurement |
On/off derivative | (Sensor value 10 s after gasOn/Off−baseline)/10 |
Plateau derivative | (Response90 s on response)/30 |
Derivative | |
Off integral | |
Short on/off integral | |
Response/on integral | Response/on integral |
T0-90% | Time from gasOn for sensor value to reach baseline + 0.9 × response |
T0-60% | Time from gasOn for sensor value to reach baseline + 0.6 × response |
T100-10% | Time from gasOff for sensor value to reach baseline + 0.1 × response |
T100-40% | Time from gasOff for sensor value to reach baseline + 0.4 × response |