Final step in developing the model
Performance is evaluated by comparing trained data and test data
The network was trained using Levenburg-Marquardt algorithm (Mathematics: used to solve non-linear least squares problems)
The findings of this study will contribute to the benefit of society considering that Continuous Stirred Tank Reactor (CSTR) can also be used in decontaminating water (Gargouri et al., 2011). For control systems engineers, the study will help them to uncover methods that they can explore to alleviate the challenging task in identifying the problem and controlling the CSTR when used as an industrial reactor. Thus, a new method in robust control schemes may be developed.