Тип публикации: статья из журнала
Год издания: 2014
Идентификатор DOI: 10.1016/j.ijforecast.2013.07.008
Ключевые слова: Cross-validation, Data mining, Energy forecasting, Forecasting competitions, Feature selection, Nonparametric models, Regression tree
Аннотация: 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 approaПоказать полностьюch here is the k-nearest neighbors method. (C) 2013 International Institute of Forecasters. Published by Elsevier B.V. All rights reserved.
Журнал: INTERNATIONAL JOURNAL OF FORECASTING
Выпуск журнала: Vol. 30, Is. 2
Номера страниц: 402-406
ISSN журнала: 01692070
Место издания: AMSTERDAM
Издатель: ELSEVIER SCIENCE BV