This is a presentation I gave in my Artificial Neural Network elective class in my senior year of college. This presentation was a class assignment where each student had to present a case study on a research of their choice in the field of ANN. I chose research done for the use of Artificial Neural Network for forecasting Photovoltaic System power output.