학술논문

Wind power forecasting by an empirical model using NWP outputs
Document Type
Conference
Source
2010 9th International Conference on Environment and Electrical Engineering Environment and Electrical Engineering (EEEIC), 2010 9th International Conference on. :45-48 May, 2010
Subject
Power, Energy and Industry Applications
Photonics and Electrooptics
Engineered Materials, Dielectrics and Plasmas
Fields, Waves and Electromagnetics
Geoscience
Wind energy
Wind forecasting
Predictive models
Weather forecasting
Wind speed
Economic forecasting
Production
Robustness
Wind energy generation
Turbines
wind power
energy production
forecasting
Language
Abstract
This paper presents a simple and robust wind power forecasting approach using inputs from a state-of-the-art numerical weather prediction models (NWP) with mesoscale resolution. The model can be used for short-term and longer term forecasting horizon up to 72 hours ahead. The forecasting ability of the presented approach is demonstrated using real power production data from the Czech Republic.