| Title |
A Study on the Analysis of Correlation Decay DistanceCoDecDist Model for Enhancing Spatial Prediction Outputs of Spatially Distributed Wind Farms |
| DOI |
http://dx.doi.org/10.5207/JIEIE.2015.29.7.080 |
| Keywords |
Spatial Correlation Analysis ; Wind Generation Resources ; Correlation Decay Distance Model |
| Abstract |
As wind farm outputs depend on natural wind resources that vary over space and time, spatial correlation analysis is needed to estimate power outputs of wind generation resources. As a result, geographic information such as latitude and longitude plays a key role to estimate power outputs of spatially distributed wind farms. In this paper, we introduce spatial correlation analysis to estimate the power outputs produced by wind farms that are geographically distributed. We present spatial correlation analysis of empirical power output data for the JEJU Island and ERCOT ISO Texas) wind farms and propose the Correlation Decay Distance CoDecDist) model based on geographic correlation analysis to enhance the estimation of wind power outputs. |