In desalination plants, such models can be used to optimize multiple operational KPIs and parameters, for example the consumption of energy and chemicals in relation to water output, production costs, and resource efficiency. Moreover, modeling can help identify optimal operation and cleaning parameters to maximize water output while preventing module failures.

Thus the model supports informed decision making and helps operators improve the overall operational effectiveness of desalination plants.