{"created":"2023-05-15T10:32:17.088275+00:00","id":28968,"links":{},"metadata":{"_buckets":{"deposit":"865eb13c-b4d7-47f5-899a-bd28e4113665"},"_deposit":{"created_by":15,"id":"28968","owners":[15],"pid":{"revision_id":0,"type":"depid","value":"28968"},"status":"published"},"_oai":{"id":"oai:u-fukui.repo.nii.ac.jp:00028968","sets":["2403:2226:2774:2838"]},"author_link":["81932","81933","81930","81929","81931"],"item_10002_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2021-10","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"36","bibliographicPageStart":"29","bibliographicVolumeNumber":"70","bibliographic_titles":[{"bibliographic_title":"福井大学学術研究院工学系部門研究報告"},{"bibliographic_title":"Memoir of Faculty of Engineering, University of Fukui","bibliographic_titleLang":"en"}]}]},"item_10002_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"In this paper, we investigate how to apply deep learnings for multimodal inputs. The target problem is the prediction of power consumption, which enable us to control the operating time of each power plant in the short term and adapt the necessary amount of fossil fuels and other resources in the long term. In this paper, therefore, we perform the prediction of power consumption by using LSTM, which is a model that can handle time-series data. We employ the combination of temperature,\nprecipitation and/or weather as multimodal inputs, which should be meteorological factors for the power consumption. The prediction is depend on the model structure and the combination of data.","subitem_description_type":"Abstract"}]},"item_10002_publisher_8":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"福井大学大学院工学研究科"}]},"item_10002_relation_10":{"attribute_name":"ISBN","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"2435-3531","subitem_relation_type_select":"ISBN"}}]},"item_10002_relation_17":{"attribute_name":"関連サイト","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"福井大学大学院工学研究科研究報告（紀要）"}],"subitem_relation_type_id":{"subitem_relation_type_id_text":"http://www2.eng.u-fukui.ac.jp/research/memoirs-2/","subitem_relation_type_select":"URI"}}]},"item_10002_rights_15":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"copyright 2021 School of Engineering UNIVERSITY OF FUKUI. ALL right reserved."}]},"item_10002_text_25":{"attribute_name":"その他のID","attribute_value_mlt":[{"subitem_text_value":"TD10126023"}]},"item_10002_version_type_20":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"小松, 大起"},{"creatorName":"Komatsu, Daiki","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"黒岩, 丈介 "},{"creatorName":"Kuroiwa, Jousuke","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"小高 , 知宏 "},{"creatorName":"Odaka, Tomohiro","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"諏訪, いずみ"},{"creatorName":"Suwa, Izumi","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"白井, 治彦  "},{"creatorName":"Sirai , Haruhiko","creatorNameLang":"ja-Kana"}],"nameIdentifiers":[{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","displaytype":"detail","filename":"BD10126023.pdf","filesize":[{"value":"965.6 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"url":"https://u-fukui.repo.nii.ac.jp/record/28968/files/BD10126023.pdf"},"version_id":"30ca32d6-651e-4e59-b41a-5ceefe6d9adf"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"深層学習","subitem_subject_scheme":"Other"},{"subitem_subject":"電力使用量","subitem_subject_scheme":"Other"},{"subitem_subject":"LSTM","subitem_subject_scheme":"Other"},{"subitem_subject":"Deep Learning","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Machine Learning","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"Electricity Usage","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"LSTM","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"電力使用量予測のための深層学習手法","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"電力使用量予測のための深層学習手法"},{"subitem_title":"A Deep Learning Method for Predicting Electricity Usage","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"15","path":["2838"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-11-04"},"publish_date":"2021-11-04","publish_status":"0","recid":"28968","relation_version_is_last":true,"title":["電力使用量予測のための深層学習手法"],"weko_creator_id":"15","weko_shared_id":15},"updated":"2023-05-15T11:22:26.642591+00:00"}