Article ID Journal Published Year Pages File Type
7408583 International Journal of Forecasting 2014 5 Pages PDF
Abstract
The paper deals with a modeling procedure which aims to predict the power output of wind farm electricity generators. The following modeling steps are proposed: factor selection, raw data pretreatment, model evaluation and optimization. Both heuristic and formal methods are combined to construct the model. The basic modeling approach here is the k-nearest neighbors method.
Keywords
Related Topics
Social Sciences and Humanities Business, Management and Accounting Business and International Management
Preview
Wind power forecasting using the k-nearest neighbors algorithm
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