Introduction to Energy ForecastingThe standard outline is listed below. The IEEE version (coinstructed with several other energy forecasting experts) is available HERE. Course OutlineForecasting principles  Predictable or not?
 Forecasting terminologies
 Signal, noise and tradeoff
 Forecast combination
 Diffusion of innovation
 Judgmental forecasting
Forecasting practices  Forecast evaluation
 Univariate models
 Multivariate models
 Machine learning techniques
Electric load forecasting  Driving factors
 Short term load forecasting
 Long term load forecasting
 Modern challenges
Gas load forecasting  Driving factors
 Methodologies
Wind power forecasting  Characteristics of wind and wind generation
 Key milestones in the literature
 Probabilistic wind power forecasting
 Evaluating wind power forecasts
Solar power forecasting  Driving factors of solar power generation
 Forecasting power output of solar farms
 Forecasting power output of rooftop PV
Gas and electricity price forecasting  Gas price forecasting
 Electricity price forecasting
Global Energy Forecasting Competitions  GEFCom2012: hierarchical load forecasting and wind power forecasting
 GEFCom2014: probabilistic energy forecasting
 An outlook of energy forecasting
