Database for control a complex water treatment system powered by photovoltaic generator for deep learning

One of the main requirements of life on earth is to save water. The amount of fresh water available is a tiny fraction. The management of the resource has been part of the Millennium Development Goals for the past ten years. The use of photovoltaic panels is interesting especially for the favorable climatic conditions in our country. In the absence of bacteriological water quality sensors and equations which models this phenomenon, we are going to develop a database allowing the available PV energy to be dispatched to the loads (UV lamp, DC motor) in order to guarantee the better water quality. This database will be used in deep learning to model the phenomenon of water disinfection, which forms the main part of a pilot water disinfection unit.