Extreme learning machines (ELM) are a particular kind of Artificial Neural Networks, which solve classification and regression problems. Their performance is ...

An international group of researchers has used feature selection-based artificial neural networks ... recorded 89.53%. Elman neural network (ELM) has provided the best improvement, of 90.72% ...

Finally, we apply the proposed method to three wind power plants in different Chinese cities as examples for validation and obtain higher prediction accuracy compared with other methods, i.e., ...