Energy Forecasting: A Review and Outlook
Tao Hong, Pierre Pinson, Yi Wang, Rafał Weron, Dazhi Yang, Hamidreza Zareipour
Abstract
Forecasting has been an essential part of the power and energy industry. Researchers and practitioners have contributed thousands of papers on forecasting electricity demand and prices, and renewable generation (e.g., wind and solar power). This article offers a brief review of influential energy forecasting papers; summarizes research trends; discusses importance of reproducible research and points out six valuable open data sources; makes recommendations about publishing high-quality research papers; and offers an outlook into the future of energy forecasting.
Topics & Concepts
Renewable energyWind powerDemand forecastingElectricityWind power forecastingQuality (philosophy)Data scienceEnvironmental economicsComputer scienceEconomicsOperations researchPower (physics)EngineeringElectric power systemPhysicsQuantum mechanicsPhilosophyElectrical engineeringEpistemologyEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsElectric Power System Optimization