Table 1 Parameters of the ANNs
From: HOS network-based classification of power quality events via regression algorithms
ANN | LIN | BP1 | BP2 | RBF | ERB | GRN |
|---|---|---|---|---|---|---|
Hidden layers | - | 1 | 2 | 1 | 1 | 1 |
Neurons hidden layer 1 | - | [4 to 10] | [4 to 10] | [1 to 150] | [1 to 150] | [1 to 150] |
Neurons hidden layer 2 | - | - | [2 to 5] | - | - | - |
TF | - | S | S | G | G | G |
TF output | L | L | L | L | L | L |
Training algorithm | WH | LM | LM | k | k | k |
Spread | - | - | - | [1 to 20] | [1 to 20] | [1 to 20] |