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模型输入数据 #1

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wangwang9933 opened this issue Mar 17, 2022 · 1 comment

wangwang9933 commented Mar 17, 2022 •

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作者您好！非常感谢您开源代码，但是按我的理解，模型输入x为未来时刻的U10、V10、U100、V100如果是这样，这是否会有信息泄露的问题？抑或csv文件中的U10、V10、U100、V100是预测信息？

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honglinwen commented Mar 17, 2022

作者您好！非常感谢您开源代码，但是按我的理解，模型输入x为未来时刻的U10、V10、U100、V100如果是这样，这是否会有信息泄露的问题？抑或csv文件中的U10、V10、U100、V100是预测信息？

针对预测时长4h以上的应用，普遍采用NWP，对于更加短期的风电预测或一般的自回归结构，采用之前的值作为特征。这个方法还是适用的，将特征替换掉即可。

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