Development of Demand Prediction Simulator Based on Multiple Water Resources

Abstract

One-way water supply systems which do not take into consideration the required demand are becoming an issue in terms of their efficient use of water. In this study, a demand prediction simulator was developed used to present the measures for increasing the water reuse ratio and reducing energy consumption. For its development, by using a multi-layer perception (MLP), a demand prediction module was developed, and an operating simulation module for the supply facilities of multiple water resources were implemented.

A Short-Term Data Based Water Consumption Prediction Approach

“…In [17], the authors focused on water reutilization and energy consumption reduction by providing a water forecasting simulator. This tool was developed by using a multi-layer perceptron combined with demand forecasting and operating simulation (for integrating multiple water resources) modules.…”