Table 2 Sensor trends summary.

From: Remaining useful life prognosis of turbofan engines based on deep feature extraction and fusion

Trend

Sensor number

Increasing

[2, 3, 4, 8, 11, 13, 14, 15, 17

Decreasing

[7, 12, 20, 21]

Irregular

[9, 14]

unchanged

[1, 5, 6, 10, 16, 18, 19]