{"updated":"2025-01-20T17:40:59.710857+00:00","links":{},"id":147321,"created":"2025-01-19T00:22:27.275948+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00147321","sets":["1164:6390:8460:8461"]},"path":["8461"],"owner":"11","recid":"147321","title":["センサデータマイニングによる消費電力予測"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-01-14"},"_buckets":{"deposit":"191eccbf-0c8d-4411-b7bc-c4c3787ce1d3"},"_deposit":{"id":"147321","pid":{"type":"depid","value":"147321","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"センサデータマイニングによる消費電力予測","author_link":["233755","233754","233752","233756","233757","233753","233750","233751"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"センサデータマイニングによる消費電力予測"},{"subitem_title":"A Prediction for Power Consumption by Sensor Data Mining","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"推定技術","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2016-01-14","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"神奈川工科大学ホームエレクトロニクス開発学科"},{"subitem_text_value":"神奈川工科大学ホームエレクトロニクス開発学科"},{"subitem_text_value":"神奈川工科大学ホームエレクトロニクス開発学科"},{"subitem_text_value":"神奈川工科大学ホームエレクトロニクス開発学科"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Home Electronics, Faculty of Creative Engineering, Kanagawa Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Department of Home Electronics, Faculty of Creative Engineering, Kanagawa Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Department of Home Electronics, Faculty of Creative Engineering, Kanagawa Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Department of Home Electronics, Faculty of Creative Engineering, Kanagawa Institute of Technology","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/147321/files/IPSJ-CDS16015023.pdf","label":"IPSJ-CDS16015023.pdf"},"date":[{"dateType":"Available","dateValue":"2018-01-14"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CDS16015023.pdf","filesize":[{"value":"1.5 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"47"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"8d50b80b-4490-46a6-b5ec-73a4763ffc9b","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2016 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"桑田, 陽介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"李, 俊男"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"杉村, 博"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"一色, 正男"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yosuke, Kuwada","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Junnan, Li","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Hiroshi, Sugimura","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Masao, Issiki","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12628327","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8604","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，HEMS の普及により，家庭に太陽光発電システムや蓄電池を導入することが一般的になってきている．それに伴い買電・売電を目的とした家庭への適用を考慮した，発電に関する研究が進められている．だが，家庭内の消費電力を予測する研究はまだ少ない．本研究では，家庭でも容易に設置できるセンサネットワークを構築し，強化学習を利用して，収集したセンサデータから家庭内の消費電力予測を行う．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"Introducing photovoltaic systems and storage batteries into a house is widely used along with the popularization of HEMS. Several studies propose methods of efficient utilization with considering electric power purchase/selling. But, methods for prediction electric power consumption in a house is insufficient. This study builds a sensor network that is easily installable into house, and predicts power consumption by using reinforcement learning using data of the sensor network.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"4","bibliographic_titles":[{"bibliographic_title":"研究報告コンシューマ・デバイス＆システム（CDS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2016-01-14","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"23","bibliographicVolumeNumber":"2016-CDS-15"}]},"relation_version_is_last":true,"weko_creator_id":"11"}}