Wind energy in the United States has increased dramatically over the last decade. The rapid growth in installed wind power capacity has led to an increased interest in wind energy forecasting. This report discusses the importance of forecasting for wind power industry and reviews state-of-the-art methodologies for forecasting wind energy and output ramp rates. This report also discusses available data sources for validation and calibration and makes recommendations on best practices for wind forecasting and on future research.