Forecasting the daily power output of a grid-connected photovoltaic system based on multivariate adaptive regression splines
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- 作者：Yanting Lia ; Yong Hea ; Yan Sub ; Lianjie Shuc ; ljshu@umac.mo" class="auth_mail" title="E-mail the corresponding author
- 关键词：Solar power output ; Weather information ; NWP model ; MARS
- 刊名：Applied Energy
- 出版年：2016
- 出版时间：15 October 2016
- 年：2016
- 卷：180
- 期：Complete
- 页码：392-401
- 全文大小：942 K
文摘
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Suggests a nonparametric model based on MARS for output power prediction.
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Compare the MARS model with a wide variety of prediction models.
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Show that the MARS model is able to provide an overall good performance in both the training and testing stages.