Photovoltaic irradiance forecast method and system based on xgboost
A forecasting system and irradiance technology, applied in forecasting, data processing applications, instruments, etc., can solve problems such as lack of forecasting ability, long model training time, and difficulty in meeting short-term forecasting requirements
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[0051] It should be noted that, in the case of no conflict, the embodiments of the present invention and the features in the embodiments can be combined with each other.
[0052] In order to make the purpose and features of the patent of the present invention more obvious and easy to understand, the specific implementation of the patent of the present invention will be further described below in conjunction with the accompanying drawings. It should be noted that the drawings are all in a very simplified form and use imprecise ratios, which are only used to facilitate and clearly assist the purpose of illustrating the patent embodiments of the present invention.
[0053]The design concept of the present invention is to use a combination of various elements as a sample representing a weather trend to give a more accurate estimate of the forecast error. Since the XGBoost algorithm combines many characteristics of the gradient boosting algorithm, a lot of optimization has been don...
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