Frequency estimation in wind farm integrated systems using artificial neural network
We model a three-layer neural network using an improved elastic back-propagation algorithm. We verify the effectiveness of the method with actual wind farm data. The forecasting curve can respond to the change in system frequency in real time. We compare the improved method with the other two algorithms in training times and error.
wind farms back-propagation algorithm frequency prediction