自己調整ファジィ推論と偏差持続モデルを用いた簡易風力発電出力予測システム

DOI Web Site Web Site BIBCODE 被引用文献4件 参考文献13件

書誌事項

タイトル別名
  • Simple Wind Power Prediction System Using Self-Tuning Fuzzy Reasoning and Error Persistent Model
  • ジコ チョウセイ ファジィ スイロン ト ヘンサ ジゾク モデル オ モチイタ カンイ フウリョク ハツデン シュツリョク ヨソク システム

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説明

In this paper, we propose a simple wind power prediction system using a self-tuning fuzzy reasoning and an error persistent model. The self-tuning fuzzy of which fuzzy rules are automatically adjusted so that the tuning error between a measured and a predicted wind power decreases, and converges to a small constant value by using predicted wind speed and direction data of the mesoscale spectral model (MSM)-GPV providing from the Meteorological Agency. After tuning process is completed, adjusted fuzzy rules imply wind power prediction rules which is considered geographical features, distance between the nearest wind forecast point and the site of the wind power generator system. Moreover, to decrease a prediction error, we apply an error persistent model to prediction results under the fuzzy reasoning. Some simulation results demonstrate the usefulness of the proposed simple wind power prediction system.

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