Wind power prediction method and device and electronic equipment
The invention discloses a wind power prediction method and device and electronic equipment. The method comprises the following steps: acquiring initial wind power data; performing decomposition processing on the initial wind power data by adopting a variational mode decomposition algorithm to obtain...
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Format: | Patent |
Sprache: | chi ; eng |
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Zusammenfassung: | The invention discloses a wind power prediction method and device and electronic equipment. The method comprises the following steps: acquiring initial wind power data; performing decomposition processing on the initial wind power data by adopting a variational mode decomposition algorithm to obtain multiple groups of sub-sequence data corresponding to the initial wind power data; an initial wind power prediction model is obtained, and the wind power prediction model is determined based on a dragonfly optimization algorithm and a least square support vector machine model; training the initial wind power prediction model based on the multiple groups of sub-sequence data to obtain a target wind power prediction model; and predicting the wind power data to be measured by using the target wind power prediction model to obtain a wind power prediction result. The technical problem that the accuracy of wind power prediction is low due to the fact that a wind power prediction method in the prior art is single and has |
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