{"id":199759,"created":"2025-01-19T01:03:38.065111+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00199759","sets":["934:1022:9621:9893"]},"path":["9893"],"owner":"44499","recid":"199759","title":["EV消費エネルギーログデータベースにおける消費電力量推定の精度検証"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-10-23"},"_buckets":{"deposit":"21fb6093-5a0b-4f45-a6d3-12de17fb2175"},"_deposit":{"id":"199759","pid":{"type":"depid","value":"199759","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"EV消費エネルギーログデータベースにおける消費電力量推定の精度検証","author_link":["484540","484541","484542","484537","484539","484538"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"EV消費エネルギーログデータベースにおける消費電力量推定の精度検証"},{"subitem_title":"Accuracy Evaluation to Estimate Energy Consumption for EV Energy Consumption Log Database","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"[研究論文] EV消費エネルギーログデータベース，電気自動車，センサデータ，精度検証","subitem_subject_scheme":"Other"}]},"item_type_id":"3","publish_date":"2019-10-23","item_3_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"横浜国立大学大学院環境情報学府情報メディア環境学専攻／現在，富士通株式会社"},{"subitem_text_value":"横浜国立大学大学院環境情報学府情報環境専攻"},{"subitem_text_value":"横浜国立大学大学院環境情報研究院"}]},"item_3_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Department of Information Media and Environment Sciences, Graduate School of Environment and Information Sciences, Yokohama National University / ","subitem_text_language":"en"},{"subitem_text_value":"Department of Information and Environment, Graduate School of Environment and Information Sciences, Yokohama National University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Environment and Information Sciences, Yokohama National University","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/199759/files/IPSJ-TOD1204006.pdf","label":"IPSJ-TOD1204006.pdf"},"date":[{"dateType":"Available","dateValue":"2021-10-23"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-TOD1204006.pdf","filesize":[{"value":"4.7 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":"13"},{"tax":["include_tax"],"price":"0","billingrole":"39"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"83b7b655-e618-446b-b366-ca7685904c1a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2019 by the Information Processing Society of Japan"}]},"item_3_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"齊藤, 祐亮"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"植村, 智明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"富井, 尚志"}],"nameIdentifiers":[{}]}]},"item_3_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yusuke, Saito","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Toshiaki, Uemura","creatorNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takashi, Tomii","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_3_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA11464847","subitem_source_identifier_type":"NCID"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_6501","resourcetype":"journal article"}]},"item_3_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1882-7799","subitem_source_identifier_type":"ISSN"}]},"item_3_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"我々は，車両に後付けで搭載したデバイスで取得したセンサデータから「電気自動車（EV）で同じ運転をしたときの消費エネルギー」を推定し，データベースに蓄積するECOLOG（Energy COnsumption LOG）システムを構築・運用してきた．本論文では，ECOLOGシステムにおける推定モデルの精度検証を行う．第1に，精度検証のための正解データを定義する．正解として使用するCANデータにはノイズが含まれるため，クレンジングを施すことで解消する．第2に，我々が利用する推定モデルの精度検証を行う．EV電力消費の大部分を占める走行とエアコンに関してそれぞれ推定モデルを構築した．それら推定モデルの出力と正解データを比較する．結果として，トリップ単位で走行消費電力量は平均二乗誤差0.38kWh，エアコン消費電力量は平均二乗誤差0.24kWhでそれぞれ推定可能であることが示された．","subitem_description_type":"Other"}]},"item_3_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"We have constructed and operated the ECOLOG (Energy COnsumption LOG) system. This system estimates “energy consumption when the same operation is performed in an electric vehicle (EV)” from sensor data acquired by devices mounted on a vehicle and accumulates it in the database. In this paper, we verify the estimation accuracy of energy consumption model in ECOLOG system. First, we define correct data in accuracy verification. Since CAN data used as correct data include noise, we resolved by applying data cleansing. Second, we verify the accuracy of the estimation models. We constructed estimating model for motor and air conditioner that account for majority of EV power consumption. We compare the output values of these estimation models with the correct data. As a result, we showed that the motor energy consumption for trips can be estimated with root mean squared error of 0.38kWh and air conditioner energy consumption with root mean squared error of 0.24kWh.","subitem_description_type":"Other"}]},"item_3_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"52","bibliographic_titles":[{"bibliographic_title":"情報処理学会論文誌データベース（TOD）"}],"bibliographicPageStart":"40","bibliographicIssueDates":{"bibliographicIssueDate":"2019-10-23","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"4","bibliographicVolumeNumber":"12"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T21:32:57.155518+00:00","links":{}}