An Empirical Study for Adopting Machine Learning Approaches for Gas Pipeline Flow Prediction

Figure 13

Sensitivity tests for the performance of neural network models and the number of units in each layer. This result suggests that a bigger model may have a better performance. (a) MSE, (b) MRE, (c) .

(a)

(b)

(c)