A system based on Internet of Things using different artificial intelligence model and fuzzy inference system based on adaptive network for total power generated from renewable energy sources

Since the electrical energy is an important factor for the development of the world,many researchers tried to generate electricity from renewable energy sourcescollected by sensors in order to overcome the shortage of electrical energy forhousehold appliances and industrial areas. In this paper, we develop Internet-of-Things (IoT) based system to generate electrical energy from multiple sensors forhousehold appliances and industrial areas. Different sensors namely piezoelectricsensor, body heat to electric converter and solar panel are utilized and connected tothe power storage circuit for generation of electrical energy. Two differentArtificial Intelligence (AI) models such as Artificial Neural Network (ANN),Adaptive Network based Fuzzy Inference System (ANFIS) are utilized for the totalpower generated from renewable energy resources.

Keywords:

Internet of Things , Artificial intelligence , piezoelectricity , sensors , energy types