Wind power forecasting by an empirical model using NWP outputs

机译：使用NWP输出通过经验模型预测风电

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This paper presents a simple and robust wind power forecasting approach using inputs from a state-of-the-art numerical weather prediction models (NWP) with mesoscale resolution. The model can be used for short-term and longer term forecasting horizon up to 72 hours ahead. The forecasting ability of the presented approach is demonstrated using real power production data from the Czech Republic.

机译：本文提出了一种简单而强大的风能预测方法，它使用了具有中尺度分辨率的最新数字天气预报模型（NWP）的输入。该模型可用于长达72小时的短期和长期预测范围。利用捷克共和国的实际发电量数据证明了该方法的预测能力。

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来源
《2010 9th International Conference on Environment and Electrical Engineering》|2010年|p.45-48|共4页
会议地点 Prague(CZ);Prague(CZ)
作者
Pelikan E.; Eben K.; Resler J.; Jurus P.; Krc P.; Brabec M.; Brabec T.; Musilek P.;
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作者单位

Dept. of Nonlinear Modelling, Institute of Computer Science AS CR, Prague, Czech Republic;

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会议组织
原文格式 PDF
正文语种 eng
中图分类电机;
关键词
energy production; forecasting; wind power;

机译：能源生产;预测;风力发电;

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专利

1. An Operational Application of NWP Models in a Wind Power Forecasting Demonstration Experiment [J] . Wei Yu, Andre Plante, Sarah Dyck, Wind Engineering . 2014,第1期

机译：NWP模型在风电预测演示实验中的应用
2. Short-term wind power forecasting approach based on Seq2Seq model using NWP data [J] . Yu Zhang, Yanting Li, Guangyao Zhang Energy . 2020,第Deca15期

机译：基于SEQ2SEQ模型的NWP数据短期风电预测方法
3. Regional wind power forecasting model with NWP grid data optimized [J] . Zhao WANG, Weisheng WANG, Bo WANG Frontiers in energy . 2017,第2期

机译：利用NWP网格数据优化的区域风电预测模型
4. Wind power forecasting by an empirical model using NWP outputs [C] . Pelikan E., Eben K., Resler J., 2010 9th International Conference on Environment and Electrical Engineering . 2010

机译：使用NWP输出通过经验模型预测风电
5. Short Term Wind Power Forecast Error Analysis Using Statistical Methods --- A Study of the Reduction of the Regional Aggregated Wind Power Forecast Error by Spatial Smoothing Effects in the Maritimes. [D] . Han, Yu. 2008

机译：使用统计方法的短期风电预测误差分析---通过海上空间平滑效应减少区域性总风电预测误差的研究。
6. A novel power-driven fractional accumulated grey model and its application in forecasting wind energy consumption of China [O] . Peng Zhang, Xin Ma, Kun She 2019

机译：一种新型动力驱动的分数累计灰色模型及其在预测中国风能消费中的应用
7. Improving and enhancing NWP based wind power forecasts under Norwegian conditions [O] . Revheim Pål Preede 2015

机译：在挪威条件下改进和增强基于NWP的风电预报

Wind power forecasting by an empirical model using NWP outputs

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