In-Line Acoustic Device Inspection of Leakage in Water Distribution Pipes Based on Wavelet and Neural Network

Table 1

Optimized BPNN model parameters.

ANN model, in-line acoustic leakage signal
Learning rate ()	0.5
Hidden units	10
Error function ()	Derivative of cross-entropy