Kusiak, Andrew; Zheng, Haiyang; Song, Zhe - In: Renewable Energy 34 (2009) 3, pp. 583-590
Different models for monitoring wind farm power output are considered. Data mining and evolutionary computation are … power output of a wind farm are compared and analyzed. The k-nearest neighbor model, combined with the principal component … of the wind farm are abnormal. The latter implies that the original data contains many noisy points that need to be …