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Research on Wind Power Prediction Based on Time Series

Yumeng Zhang,Yuying Zhao

2021 IEEE International Conference on Artificial Intelligence and Industrial Design (AIID)（2021）

Cited 4|Views8
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Abstract
Due to the uncontrollable characteristics of wind, such as randomness and volatility, the uncertainty of wind power production will be caused to some extent. In order to minimize the influence of wind farm on the stability and safety of the power grid, the prediction of wind power becomes particularly important. In this paper, considering many factors affecting power generation, the ARIMA models b...
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Key words
Analytical models,Fluctuations,Voltage fluctuations,Wind energy,Time series analysis,Wind power generation,Predictive models
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