{"created":"2023-05-15T14:48:58.021576+00:00","id":67075,"links":{},"metadata":{"_buckets":{"deposit":"f6e710f8-f2d5-47f2-9a6d-5fc92f12ad64"},"_deposit":{"created_by":1,"id":"67075","owners":[1],"pid":{"revision_id":0,"type":"depid","value":"67075"},"status":"published"},"_oai":{"id":"oai:repo.qst.go.jp:00067075","sets":["10:29"]},"author_link":["659317","659312","659315","659311","659313","659316","659314","659310"],"item_10005_date_7":{"attribute_name":"発表年月日","attribute_value_mlt":[{"subitem_date_issued_datetime":"2018-12-05","subitem_date_issued_type":"Issued"}]},"item_10005_description_5":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"強化学習の手法を用いてプラズマ温度分布制御を行うシステムを開発した。核融合プラズマの閉じ込め特性は輸送障壁の形成を通じて強い非線形性を示すことがあり、制御システムの設計が困難である。本研究で開発するシステムは、各制御時刻の加熱入力と温度分布の応答の情報を入力データとして与えると次時刻の最適な加熱パワーを出力するように、シミュレーションでの試行錯誤から学習する。JT-60Uの実験データに対して本システムを適用し、その制御特性を検証することで、強化学習を用いたプラズマ温度分布制御システムの実験への適用可能性を評価した。","subitem_description_type":"Abstract"}]},"item_10005_description_6":{"attribute_name":"会議概要（会議名, 開催地, 会期, 主催者等）","attribute_value_mlt":[{"subitem_description":"第35回プラズマ・核融合学会年会","subitem_description_type":"Other"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"metadata only access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_14cb"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"若月, 琢馬"}],"nameIdentifiers":[{"nameIdentifier":"659310","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"鈴木, 隆博"}],"nameIdentifiers":[{"nameIdentifier":"659311","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"大山, 直幸"}],"nameIdentifiers":[{"nameIdentifier":"659312","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"林, 伸彦"}],"nameIdentifiers":[{"nameIdentifier":"659313","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"若月 琢馬","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"659314","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"鈴木 隆博","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"659315","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"大山 直幸","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"659316","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"林 伸彦","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"659317","nameIdentifierScheme":"WEKO"}]}]},"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":"conference object","resourceuri":"http://purl.org/coar/resource_type/c_c94f"}]},"item_title":"強化学習を用いたプラズマ温度分布制御のJT-60U実験データを用いた検証","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"強化学習を用いたプラズマ温度分布制御のJT-60U実験データを用いた検証"}]},"item_type_id":"10005","owner":"1","path":["29"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-01-09"},"publish_date":"2019-01-09","publish_status":"0","recid":"67075","relation_version_is_last":true,"title":["強化学習を用いたプラズマ温度分布制御のJT-60U実験データを用いた検証"],"weko_creator_id":"1","weko_shared_id":-1},"updated":"2023-05-15T20:41:47.614733+00:00"}