WEKO3
アイテム
{"_buckets": {"deposit": "f72220cb-c67a-4d29-ae6a-0d466eccebff"}, "_deposit": {"created_by": 14, "id": "7273", "owners": [14], "pid": {"revision_id": 0, "type": "depid", "value": "7273"}, "status": "published"}, "_oai": {"id": "oai:kyutech.repo.nii.ac.jp:00007273", "sets": ["24"]}, "author_link": ["16333", "31396", "402", "16176"], "item_21_biblio_info_6": {"attribute_name": "書誌情報", "attribute_value_mlt": [{"bibliographicIssueDates": {"bibliographicIssueDate": "2019-09-23", "bibliographicIssueDateType": "Issued"}, "bibliographicPageEnd": "113399-5", "bibliographicPageStart": "113399-1", "bibliographicVolumeNumber": "100-101", "bibliographic_titles": [{"bibliographic_title": "Microelectronics Reliability", "bibliographic_titleLang": "en"}]}]}, "item_21_description_4": {"attribute_name": "抄録", "attribute_value_mlt": [{"subitem_description": "An image diagnosis by deep learning was applied to failure analysis of power devices. A series of images during a process to failure by power cycling test was used for this method. The images were obtained by a scanning acoustic microscopy of our real-time monitoring system. An image classifier was designed based on a convolutional neural network (CNNs). A developed classifier successfully diagnosed input image into a normal device and an abnormal device. The accuracy of classification was improved by introducing a pre-training and an overlapping pooling into the system. A technique to extract a feature related a failure is essential for the failure analysis based on the real-time monitoring and the deep learning is one likely candidate for it.", "subitem_description_language": "en", "subitem_description_type": "Abstract"}]}, "item_21_description_60": {"attribute_name": "資源タイプ", "attribute_value_mlt": [{"subitem_description": "Journal Article", "subitem_description_type": "Other"}]}, "item_21_publisher_7": {"attribute_name": "出版社", "attribute_value_mlt": [{"subitem_publisher": "Elsevier", "subitem_publisher_language": "en"}]}, "item_21_relation_12": {"attribute_name": "DOI", "attribute_value_mlt": [{"subitem_relation_type": "isVersionOf", "subitem_relation_type_id": {"subitem_relation_type_id_text": "https://doi.org/10.1016/j.microrel.2019.113399", "subitem_relation_type_select": "DOI"}}]}, "item_21_rights_13": {"attribute_name": "著作権関連情報", "attribute_value_mlt": [{"subitem_rights": "Copyright (c) 2019 Elsevier Ltd. All rights reserved."}]}, "item_21_select_59": {"attribute_name": "査読の有無", "attribute_value_mlt": [{"subitem_select_item": "yes"}]}, "item_21_source_id_8": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "1872-941X", "subitem_source_identifier_type": "EISSN"}, {"subitem_source_identifier": "0026-2714", "subitem_source_identifier_type": "PISSN"}]}, "item_21_subject_16": {"attribute_name": "日本十進分類法", "attribute_value_mlt": [{"subitem_subject": "548", "subitem_subject_scheme": "NDC"}]}, "item_21_text_63": {"attribute_name": "連携ID", "attribute_value_mlt": [{"subitem_text_value": "8016"}]}, "item_21_version_type_58": {"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_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "Watanabe, Akihiko", "creatorNameLang": "en"}, {"creatorName": "渡邉, 晃彦", "creatorNameLang": "ja"}, {"creatorName": "ワタナベ, アキヒコ", "creatorNameLang": "ja-Kana"}], "familyNames": [{"familyName": "Watanabe", "familyNameLang": "en"}, {"familyName": "渡邉", "familyNameLang": "ja"}, {"familyName": "ワタナベ", "familyNameLang": "ja-Kana"}], "givenNames": [{"givenName": "Akihiko", "givenNameLang": "en"}, {"givenName": "晃彦", "givenNameLang": "ja"}, {"givenName": "アキヒコ", "givenNameLang": "ja-Kana"}], "nameIdentifiers": [{"nameIdentifier": "16333", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "80363406", "nameIdentifierScheme": "e-Rad", "nameIdentifierURI": "https://nrid.nii.ac.jp/ja/nrid/1000080363406"}, {"nameIdentifier": "55197191200", "nameIdentifierScheme": "Scopus著者ID", "nameIdentifierURI": "https://www.scopus.com/authid/detail.uri?authorId=55197191200"}, {"nameIdentifier": "89", "nameIdentifierScheme": "九工大研究者情報", "nameIdentifierURI": "https://hyokadb02.jimu.kyutech.ac.jp/html/89_ja.html"}]}, {"creatorNames": [{"creatorName": "Hirose, Naoto", "creatorNameLang": "en"}], "nameIdentifiers": [{"nameIdentifier": "31396", "nameIdentifierScheme": "WEKO"}]}, {"creatorAffiliations": [{"affiliationNames": [{"affiliationNameLang": "ja"}]}], "creatorAlternatives": [{"creatorAlternative": "Kamiya, Tohru", "creatorAlternativeLang": "en"}, {"creatorAlternative": "神谷, 亨", "creatorAlternativeLang": "ja"}, {"creatorAlternative": "カミヤ, トオル", "creatorAlternativeLang": "ja-Kana"}], "creatorNames": [{"creatorName": "Kim, Hyungseop", "creatorNameLang": "en"}, {"creatorName": "金, 亨燮", "creatorNameLang": "ja"}], "nameIdentifiers": [{"nameIdentifier": "402", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "80295005", "nameIdentifierScheme": "e-Rad", "nameIdentifierURI": "https://nrid.nii.ac.jp/ja/nrid/1000080295005"}, {"nameIdentifier": "55739611300", "nameIdentifierScheme": "Scopus著者ID", "nameIdentifierURI": "https://www.scopus.com/authid/detail.uri?authorId=55739611300"}, {"nameIdentifier": "25", "nameIdentifierScheme": "九工大研究者情報", "nameIdentifierURI": "https://hyokadb02.jimu.kyutech.ac.jp/html/25_ja.html"}]}, {"creatorAffiliations": [{"affiliationNames": [{"affiliationNameLang": "ja"}]}], "creatorNames": [{"creatorName": "Omura, Ichiro", "creatorNameLang": "en"}, {"creatorName": "大村, 一郎", "creatorNameLang": "ja"}, {"creatorName": "オオムラ, イチロウ", "creatorNameLang": "ja-Kana"}], "familyNames": [{"familyName": "Omura", "familyNameLang": "en"}, {"familyName": "大村", "familyNameLang": "ja"}, {"familyName": "オオムラ", "familyNameLang": "ja-Kana"}], "givenNames": [{"givenName": "Ichiro", "givenNameLang": "en"}, {"givenName": "一郎", "givenNameLang": "ja"}, {"givenName": "イチロウ", "givenNameLang": "ja-Kana"}], "nameIdentifiers": [{"nameIdentifier": "16176", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "10510670", "nameIdentifierScheme": "e-Rad", "nameIdentifierURI": "https://nrid.nii.ac.jp/ja/nrid/1000010510670"}, {"nameIdentifier": "7003814580", "nameIdentifierScheme": "Scopus著者ID", "nameIdentifierURI": "https://www.scopus.com/authid/detail.uri?authorId=7003814580"}, {"nameIdentifier": "69", "nameIdentifierScheme": "九工大研究者情報", "nameIdentifierURI": "https://hyokadb02.jimu.kyutech.ac.jp/html/69_ja.html"}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2021-09-24"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "nperc133.pdf", "filesize": [{"value": "1.3 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_note", "mimetype": "application/pdf", "size": 1300000.0, "url": {"label": "nperc133.pdf", "url": "https://kyutech.repo.nii.ac.jp/record/7273/files/nperc133.pdf"}, "version_id": "9a4741a2-dc27-45b8-a5c3-38c2a4718948"}]}, "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": "Convolutional neural network (CNNs) based image diagnosis for failure analysis of power devices", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "Convolutional neural network (CNNs) based image diagnosis for failure analysis of power devices", "subitem_title_language": "en"}]}, "item_type_id": "21", "owner": "14", "path": ["24"], "permalink_uri": "http://hdl.handle.net/10228/00008477", "pubdate": {"attribute_name": "PubDate", "attribute_value": "2021-09-24"}, "publish_date": "2021-09-24", "publish_status": "0", "recid": "7273", "relation": {}, "relation_version_is_last": true, "title": ["Convolutional neural network (CNNs) based image diagnosis for failure analysis of power devices"], "weko_shared_id": -1}
Convolutional neural network (CNNs) based image diagnosis for failure analysis of power devices
名前 / ファイル | ライセンス | アクション |
---|---|---|
nperc133.pdf (1.3 MB)
|
|
Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
公開日 | 2021-09-24 | |||||||||||||||||||||||
資源タイプ | ||||||||||||||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||||||||
資源タイプ | journal article | |||||||||||||||||||||||
タイトル | ||||||||||||||||||||||||
言語 | en | |||||||||||||||||||||||
タイトル | Convolutional neural network (CNNs) based image diagnosis for failure analysis of power devices | |||||||||||||||||||||||
言語 | ||||||||||||||||||||||||
言語 | eng | |||||||||||||||||||||||
著者 |
渡邉, 晃彦
× 渡邉, 晃彦
WEKO
16333
× Hirose, Naoto× 金, 亨燮
WEKO
402
× 大村, 一郎
WEKO
16176
|
|||||||||||||||||||||||
抄録 | ||||||||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||||||||
内容記述 | An image diagnosis by deep learning was applied to failure analysis of power devices. A series of images during a process to failure by power cycling test was used for this method. The images were obtained by a scanning acoustic microscopy of our real-time monitoring system. An image classifier was designed based on a convolutional neural network (CNNs). A developed classifier successfully diagnosed input image into a normal device and an abnormal device. The accuracy of classification was improved by introducing a pre-training and an overlapping pooling into the system. A technique to extract a feature related a failure is essential for the failure analysis based on the real-time monitoring and the deep learning is one likely candidate for it. | |||||||||||||||||||||||
言語 | en | |||||||||||||||||||||||
書誌情報 |
en : Microelectronics Reliability 巻 100-101, p. 113399-1-113399-5, 発行日 2019-09-23 |
|||||||||||||||||||||||
出版社 | ||||||||||||||||||||||||
言語 | en | |||||||||||||||||||||||
出版者 | Elsevier | |||||||||||||||||||||||
DOI | ||||||||||||||||||||||||
関連タイプ | isVersionOf | |||||||||||||||||||||||
識別子タイプ | DOI | |||||||||||||||||||||||
関連識別子 | https://doi.org/10.1016/j.microrel.2019.113399 | |||||||||||||||||||||||
日本十進分類法 | ||||||||||||||||||||||||
主題Scheme | NDC | |||||||||||||||||||||||
主題 | 548 | |||||||||||||||||||||||
ISSN | ||||||||||||||||||||||||
収録物識別子タイプ | EISSN | |||||||||||||||||||||||
収録物識別子 | 1872-941X | |||||||||||||||||||||||
ISSN | ||||||||||||||||||||||||
収録物識別子タイプ | PISSN | |||||||||||||||||||||||
収録物識別子 | 0026-2714 | |||||||||||||||||||||||
著作権関連情報 | ||||||||||||||||||||||||
権利情報 | Copyright (c) 2019 Elsevier Ltd. All rights reserved. | |||||||||||||||||||||||
出版タイプ | ||||||||||||||||||||||||
出版タイプ | AM | |||||||||||||||||||||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||||||||||||||||||
査読の有無 | ||||||||||||||||||||||||
値 | yes | |||||||||||||||||||||||
連携ID | ||||||||||||||||||||||||
8016 |