データ分解と深層学習ニューラルネットワークに基づく風速・風力発電出力予測システム

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DOI[10.14943/doctoral.k15091]to the data of the same series

データ分解と深層学習ニューラルネットワークに基づく風速・風力発電出力予測システム

Persistent ID (NDL): info:ndljp/pid/12304487

Material type: 博士論文

Author: 劉, 倬驛

Publisher: Hokkaido University

Date granted: 2022-03-24

Material Format: Digital

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Degree grantor and degree: 北海道大学,博士(情報科学)

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Note (General)：: (主査) 准教授原亮一, 教授北裕幸, 教授五十嵐一, 教授小笠原悟司情報科学研究科(システム情報科学専攻)

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Summary, etc.：: The overexploitation of fossil fuels, such as coal, oil, and natural gas in recent years has made the development of renewable energy forms an inevita...

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Material Type: 博士論文
Title: データ分解と深層学習ニューラルネットワークに基づく風速・風力発電出力予測システム
Author/Editor: 劉, 倬驛
Author Heading: 劉, 倬驛
Publication, Distribution, etc.: Hokkaido University
Publication Date: 2022-03-24
Publication Date (W3CDTF): 2022-03-24
Alternative Title: Wind speed and wind power forecasting system based on data decomposition and deep learning neural network
Contributor: 原, 亮一
北, 裕幸
五十嵐, 一
小笠原, 悟司
Degree Grantor: 北海道大学
Date Granted: 2022-03-24
Date Granted (W3CDTF): 2022-03-24
Dissertation Number: 甲第15091号
Degree Type: 博士(情報科学)
Conferring No. (Dissertation): 甲第15091号
Text Language Code: eng
Subject Heading: Wind speed forecasting
Wind power forecasting
Data area division
Complementary ensemble empirical mode decomposition
Long short-term memory
Hybrid forecasting model
NDC: 500
Target Audience: 一般
Note (General): (主査) 准教授原亮一, 教授北裕幸, 教授五十嵐一, 教授小笠原悟司
情報科学研究科(システム情報科学専攻)
DOI: 10.14943/doctoral.k15091
https://doi.org/10.14943/doctoral.k15091
Persistent ID (NDL): info:ndljp/pid/12304487
https://dl.ndl.go.jp/pid/12304487
Collection: 障害者向け資料
Collection (Materials For Handicapped People:1): テキストデータ
Collection (particular): 国立国会図書館デジタルコレクション > デジタル化資料 > 博士論文
https://dl.ndl.go.jp/collections/A00014
Acquisition Basis: 博士論文（自動収集）
Date Accepted (W3CDTF): 2022-07-05T02:30:21+09:00
Date Created (W3CDTF): 2022-03
Format (IMT): PDF
Access Restrictions: 国立国会図書館内限定公開
Service for the Digitized Contents Transmission Service: 図書館・個人送信対象外
Availability of remote photoduplication service: 可
Periodical Title (URI): https://doi.org/10.14943/doctoral.k15091
http://hdl.handle.net/2115/85652
Is Referenced By (URI): http://hdl.handle.net/2115/85638
Data Provider (Database): 国立国会図書館 : 国立国会図書館デジタルコレクション
https://dl.ndl.go.jp