The increasing risk of global warming also increases the risk of water and other crisis. Therefore we need to find alternate sources of natural resources for sustainability. In this paper we highlight three fold contributions; first we study recent improvements in solar water still technology, therefore an overview of solar water still plants is provided. Additionally, a review of recent improvements in still plant design is also provided. Next, we provide an experimental study of ML techniques. Thus performance of two ML models is studied for continuous value prediction