Title :
Estimating and visualizing the impact of wind forecast errors on system operations
Author :
Li, Xiaoguang ; Tate, Joseph Euzebe
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
Abstract :
With more wind power on the system, operators need to make decisions with power output uncertainties coming from multiple locations. The cumulative effects of all the uncertainties on the system are non-obvious. Incorrect assessment of the cumulative effect could affect the reliability and stability of the power system. This paper proposes a method of utilizing very short term wind forecasts (less than 6 hours ahead) for multiple wind farm sites to analyze potential system impacts. The output is a visualization that can alert system operators to possible transmission line overloads. In addition, this paper proposes a modification to a prior method that estimates the confidence interval of a forecast. The modified method performs well for very short term forecasts of less than 6 hours.
Keywords :
load forecasting; power generation reliability; power system stability; wind power plants; cumulative effects; power output uncertainties; power system reliability; power system stability; short-term wind forecasts; system operations; time 6 hour; transmission line overloads; wind farm sites; wind forecast errors; wind power; Generators; Power transmission lines; Wind farms; Wind forecasting; Wind power generation; Wind speed; control center; situational awareness; visualization; wind integration;
Conference_Titel :
Power and Energy Society General Meeting, 2011 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-1000-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2011.6039776