Abstract
Extreme power fluctuations in wind farms are rare but high-impact events, so proper characterization of these extreme fluctuations would assist with power systems operations planning in a power system with a high penetration of wind power. This work applies extreme value analysis methods to the statistical characterization of wind power ramps with 10-min resolution. The annual maxima series (AMS) method and peaks over threshold (POT) method are used to determine the probability of extreme wind power ramp events in a wind farm.
| Original language | English (US) |
|---|---|
| Article number | 6786040 |
| Pages (from-to) | 3118-3119 |
| Number of pages | 2 |
| Journal | IEEE Transactions on Power Systems |
| Volume | 29 |
| Issue number | 6 |
| DOIs | |
| State | Published - Nov 1 2014 |
Keywords
- Extreme events
- extreme value analysis
- ramp events
- statistical analysis
- wind energy
ASJC Scopus subject areas
- Energy Engineering and Power Technology
- Electrical and Electronic Engineering