Neural networks were inspired by biological nervous systems, and are composed of many simple computational elements operating in parallel. In this study, the basic concepts of neural networks are introduced, and the workings of these systems are explained. Many process systems are not amenable to mathematical modelling, as they may be too complex to be understood or represented in simple terms....