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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
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Energy, Sustainability and Society

ISSN: 2192-0567

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