Table 5 Corresponding interval for correlation analysis under the different environment temperatures.

From: Intelligent fault diagnosis and operation condition monitoring of transformer based on multi-source data fusion and mining

Environment temperatures (°C)

Dissolved gas index

Upper oil temperature (°C)

Winding temperature (°C)

− 10

\(\left[ 0.356, 0.386 \right]\)

\(\left[ 29.856, 30.003 \right]\)

\(\left[ 39.310, 39.635 \right]\)

0

\(\left[ 0.508, 0.518 \right]\)

\(\left[ 39.017, 39.255 \right]\)

\(\left[ 39.268, 39.473 \right]\)

10

\(\left[ 0.627, 0.634 \right]\)

\(\left[ 48.135, 48.266 \right]\)

\(\left[ 50.364, 50.471 \right]\)

20

\(\left[ 0.756, 0.772 \right]\)

\(\left[ 59.024, 59.318 \right]\)

\(\left[ 61.087, 61.352 \right]\)

30

\(\left[ 0.883, 0.904 \right]\)

\(\left[ 71.267, 73.586 \right]\)

\(\left[ 83.281, 85.636 \right]\)

40

\(\left[ 0.991, 0.996 \right]\)

\(\left[ 95.558, 98.215 \right]\)

\(\left[ 101.0386, 103.659 \right]\)