Research Article

Automatic Detection of Power Quality Disturbance Using Convolutional Neural Network Structure with Gated Recurrent Unit

Table 1

Number of PQD signal data in each class.

ClassNumber of data

Sag1800
Swell2000
Oscillatory transient1736
Flicker1600
Harmonic2000
Sag + harmonic1600
Swell + harmonic1600
Total12336