Wind power forecasting based on outlier smooth transition autoregressive GARCH model
Abstract The impacts of outlying shocks on wind power time series are explored by considering the outlier effect in the volatility of wind power time series. A novel short term wind power forecasting method based on outlier smooth transition autoregressive (OSTAR) structure is advanced, then, combin...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2016-09-01
|
Series: | Journal of Modern Power Systems and Clean Energy |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1007/s40565-016-0226-3 |