2019 : Estimation of solar radiation per month on horizontal surface using adaptive neuro-fuzzy inference system (case study in Surabaya)

Dr. Drs. Chairul Imron MI.Komp.
Dr. Imam Abadi ST., MT


Abstract

One source of natural energy that is always available and has a great energy that is solar energy. Solar energy can emit radiation known as solar radiation. Solar radiation can be utilized into alternative energy that is in the form of electrical energy with the help of Photovoltaic which is currently almost all components require a source of electrical energy. Solar radiation can be measured by a measuring device called pyranometer. Pyranometer including measuring instruments that have a relatively expensive price compared to other measuring instruments. So as to raise research to get an estimation of solar radiation per hour on photovoltaic. This estimate uses Adaptive Neuro-Fuzzy Inference System (ANFIS) to model solar radiation estimators. ANFIS is a fuzzy inference system based on an adaptive neural network that adopts a learning system from an artificial neural network. This research uses an ANFIS which in …