書誌事項
- タイトル別名
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- Prediction of Electric Power Damage by Typhoons in Amami Archipelago via Gaussian Process Model
- ガウシャンプロセスモデル ニ ヨル アマミ グントウ ノ デンリョク ケイトウ タイフウ ヒガイ ヨソク
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The Amami archipelago has suffered from natural disasters by typhoons almost every year. Typhoons badly damage the electric power systems, which causes often a long-time blackout. To perform speedy restoration of electric power supply, it is important to predict the amount of damage accurately for an approaching typhoon. This paper deals with the prediction of the amount of electric power damage in the Amami archipelago using a Gaussian process (GP) model. The predicted amount of damage is given by the predictive mean of the GP and the confidence measure of the predicted amount is estimated by the predictive covariance of the GP. Simulation results based on the actual data are shown to illustrate the effectiveness of the proposed predictor.
収録刊行物
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- 電気学会論文誌C(電子・情報・システム部門誌)
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電気学会論文誌C(電子・情報・システム部門誌) 132 (12), 1966-1972, 2012
一般社団法人 電気学会
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キーワード
詳細情報 詳細情報について
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- CRID
- 1390282679585200640
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- NII論文ID
- 10031129673
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- NII書誌ID
- AN10065950
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- ISSN
- 13488155
- 03854221
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- NDL書誌ID
- 024253725
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- 本文言語コード
- ja
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- データソース種別
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- JaLC
- NDL
- Crossref
- CiNii Articles
- KAKEN
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- 抄録ライセンスフラグ
- 使用不可