use recurrent neural networks to determine the long-term throughput of such flow lines enabling us to evaluate production … systems of flexible size. Our results show that the throughput can be determined accurately and quickly via recurrent neural … networks. Furthermore, we use this new evaluation procedure as a building block to optimize this type of flow line using …

multivariate machine learning methods such as recurrent neural networks, deep learning neural networks, Holt's exponential …

of the model, kt(2) by applying the Recurrent Neural Networks within a Short-Term Long Memory (an artificial LSTM …