Table 5 The DWT family, type, and level and the statistical features used in the proposed study.

From: A fault classification scheme based on protective agents for microgrid with parameters impact analysis

Wavelet family, type, and level

Family

Type

Level

Family

Type

Level

Db

2

4

Sym

2

4

Db

4

3

Sym

4

3

Db

6

2

Sym

6

2

Db

8

2

Sym

8

2

Db

10

1

-

-

-

DWT coefficients (C)

Scenarios 1–7

8-32

Scenario 8

10-24

Statistical features (SF)

Max

Min

Average

Skewness

Energy

Standard deviation