A Predictive Neural Network-Based Cascade Control for pH Reactors

Table 1

NN parameters for modeling of pH reactor.

Parameters	Values
Input neurons	4
output neurons	1
Hidden layer neurons	7
Number of hidden layer	7
Activation function	Sigmoidal
Training algorithm	Levenberg-Marquardt
Iteration	10000
Architecture	Feedforward
Initial weights	1