{"created":"2021-04-26T06:24:26.718805+00:00","id":2000035,"links":{},"metadata":{"_buckets":{"deposit":"63887194-f868-469f-8887-bd9e71af6d12"},"_deposit":{"created_by":15,"id":"2000035","owner":"15","owners":[15],"owners_ext":{"displayname":"北見工業大学学術機関リポジトリ（KIT-R）","username":"kitir"},"pid":{"revision_id":0,"type":"depid","value":"2000035"},"status":"published"},"_oai":{"id":"oai:kitami-it.repo.nii.ac.jp:02000035","sets":["1:87"]},"author_link":["90185","280","36180","310"],"item_1646810750418":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_3_biblio_info_186":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-09","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"9","bibliographicPageEnd":"839","bibliographicPageStart":"822","bibliographicVolumeNumber":"34","bibliographic_titles":[{"bibliographic_title":"Computer‐Aided Civil and Infrastructure Engineering","bibliographic_titleLang":"en"}]}]},"item_3_description_184":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"Deep learning has ushered in many breakthroughs in vision‐based detection via convolutional neural networks (CNNs), but the vibration‐based structural damage detection by CNN remains being refined. Thus, this study proposes a simple one‐dimensional CNN that detects tiny local structural stiffness and mass changes, and validates the proposed CNN on actual structures. Three independent acceleration databases are established based on a T‐shaped steel beam, a short steel girder bridge (in test field), and a long steel girder bridge (in service). The raw acceleration data are not pre‐processed and are directly used as the training and validation data. The well‐trained CNN almost perfectly identifies the locations of small local changes in the structural mass and stiffness, demonstrating the high sensitivity of the proposed simple CNN to tiny structural state changes in actual structures. The convolutional kernels and outputs of the convolutional and max pooling layers are visualized and discussed as well.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_3_publisher_212":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Wiley"}]},"item_3_relation_191":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1111/mice.12447","subitem_relation_type_select":"DOI"}}]},"item_3_rights_192":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"This is the peer reviewed version of the following article: Zhang, Y, Miyamori, Y, Mikami, S, Saito, T. Vibration‐based structural state identification by a 1‐dimensional convolutional neural network. Comput Aided Civ Inf. 2019; 34: 822? 839., which has been published in final form at https://doi.org/10.1111/mice.12447. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions.","subitem_rights_language":"en"}]},"item_3_select_195":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_select_item":"author"}]},"item_3_source_id_187":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1467-8667","subitem_source_identifier_type":"EISSN"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"ZHANG, YOUQI","creatorNameLang":"en"}],"familyNames":[{"familyName":"ZHANG","familyNameLang":"en"}],"givenNames":[{"givenName":"YOUQI","givenNameLang":"en"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"宮森, 保紀","creatorNameLang":"ja"},{"creatorName":"MIYAMORI, Yasunori","creatorNameLang":"en"},{"creatorName":"ミヤモリ, ヤスノリ","creatorNameLang":"ja-Kana"}],"familyNames":[{"familyName":"宮森","familyNameLang":"ja"},{"familyName":"MIYAMORI","familyNameLang":"en"},{"familyName":"ミヤモリ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"保紀","givenNameLang":"ja"},{"givenName":"Yasunori","givenNameLang":"en"},{"givenName":"ヤスノリ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{},{},{}]},{"creatorNames":[{"creatorName":"三上, 修一","creatorNameLang":"ja"},{"creatorName":"Mikami, Shuichi","creatorNameLang":"en"},{"creatorName":"ミカミ, シュウイチ","creatorNameLang":"ja-Kana"}],"familyNames":[{"familyName":"三上","familyNameLang":"ja"},{"familyName":"Mikami","familyNameLang":"en"},{"familyName":"ミカミ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"修一","givenNameLang":"ja"},{"givenName":"Shuichi","givenNameLang":"en"},{"givenName":"シュウイチ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{},{}]},{"creatorNames":[{"creatorName":"齊藤, 剛彦","creatorNameLang":"ja"},{"creatorName":"サイトウ, タケヒコ","creatorNameLang":"ja-Kana"},{"creatorName":"SAITO, Takehiko","creatorNameLang":"en"}],"familyNames":[{"familyName":"齊藤","familyNameLang":"ja"},{"familyName":"サイトウ","familyNameLang":"ja-Kana"},{"familyName":"SAITO","familyNameLang":"en"}],"givenNames":[{"givenName":"剛彦","givenNameLang":"ja"},{"givenName":"タケヒコ","givenNameLang":"ja-Kana"},{"givenName":"Takehiko","givenNameLang":"en"}],"nameIdentifiers":[{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2021-04-26"}],"displaytype":"detail","filename":"Comput Aided Civ Inf. 2019, 34, 822? 839.pdf","filesize":[{"value":"1.8 MB"}],"format":"application/pdf","licensetype":"license_note","url":{"objectType":"fulltext","url":"https://kitami-it.repo.nii.ac.jp/record/2000035/files/Comput Aided Civ Inf. 2019, 34, 822? 839.pdf"},"version_id":""}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Vibration‐based structural state identification by a 1‐dimensional convolutional neural network","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Vibration‐based structural state identification by a 1‐dimensional convolutional neural network","subitem_title_language":"en"}]},"item_type_id":"3","owner":"15","path":["87"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2021-04-26"},"publish_date":"2021-04-26","publish_status":"0","recid":"2000035","relation_version_is_last":true,"title":["Vibration‐based structural state identification by a 1‐dimensional convolutional neural network"],"weko_creator_id":"15","weko_shared_id":-1},"updated":"2022-12-13T02:24:31.508378+00:00"}