Skip to main content

Table 1 Artificial neural network parameters

From: RBF neural network-based online intelligent management of a battery energy storage system for stand-alone microgrids

Parameters RBFNN MLPNN
Goal (RMSE) 0.001 0.001
Inputs 12 12
Outputs 2 2
Hidden layer 1 1
Training data 940 940
Testing data 202 202
Validation data 202 202
Hidden layer neurons 30 30
Output layer neurons 2 2
Activation function Gaussian exponential Sigmoid
  1. RMSE root mean square error, RBFNN radial basis function neural network, MLPNN multilayer perceptron neural network