Day-Ahead Wind Speed Forecasting Using Relevance Vector Machine

With the development of wind power technology, the security of the power system, power quality, and stable operation will meet new challenges. So, in this paper, we propose a recently developed machine learning technique, relevance vector machine (RVM), for day-ahead wind speed forecasting. We combi...

Full description

Bibliographic Details
Main Authors: Guoqiang Sun, Yue Chen, Zhinong Wei, Xiaolu Li, Kwok W. Cheung
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2014/437592