{"_buckets": {"deposit": "2825c97d-1377-4718-b3e8-0181088f8169"}, "_deposit": {"created_by": 3, "id": "7322", "owners": [3], "pid": {"revision_id": 0, "type": "depid", "value": "7322"}, "status": "published"}, "_oai": {"id": "oai:ir.kagoshima-u.ac.jp:00007322", "sets": ["36", "5368"]}, "author_link": ["4261", "82983", "82980", "82982", "82984", "82981", "82978", "82979", "4259"], "item_7_alternative_title_19": {"attribute_name": "タイトルよみ", "attribute_value_mlt": [{"subitem_alternative_title": "カゴシマケン ホンド ノ カクチク ニ オケル デンリョク ケイトウ タイフウ ヒガイ ヨソク ニ カンスル ケンキュウ"}]}, "item_7_biblio_info_5": {"attribute_name": "収録雑誌名", "attribute_value_mlt": [{"bibliographicPageEnd": "43", "bibliographicPageStart": "35", "bibliographicVolumeNumber": "48", "bibliographic_titles": [{"bibliographic_title": "鹿児島大学工学部研究報告"}]}]}, "item_7_date_6": {"attribute_name": "作成日", "attribute_value_mlt": [{"subitem_date_issued_datetime": "2006-10-17"}]}, "item_7_description_4": {"attribute_name": "要約(Abstract)", "attribute_value_mlt": [{"subitem_description": "Kagoshima Prefecture is located in a typhoon path, so its electric power systems have been destroyed by typhoon every year. To ensure the rapid restoration of electricity supply, one needs to predict the amount of damage accurately. This paper considers the damage prediction in each district on the main island in Kagoshima Prefecture by using the GA (Genetic Algorithm), linear regression model, and NN (Neural Networks). The track of typhoon is evaluated by counting values of a given Gaussian function made by the GA. A predictor consists of linear regression model at the first stage and the NN at the second stage. This method enables us to predict the number of damaged distribution poles and lines from weather forecasts of a coming typhoon. Effectiveness of the method is assured by applying it to the actual date.", "subitem_description_type": "Other"}]}, "item_7_full_name_2": {"attribute_name": "著者よみ", "attribute_value_mlt": [{"nameIdentifiers": [{"nameIdentifier": "82979", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "タカタ, ヒトシ"}]}, {"nameIdentifiers": [{"nameIdentifier": "82980", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "カワジ, シンヤ"}]}, {"nameIdentifiers": [{"nameIdentifier": "82981", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "ハチノ, トモヒロ"}]}]}, "item_7_full_name_3": {"attribute_name": "別言語の著者", "attribute_value_mlt": [{"nameIdentifiers": [{"nameIdentifier": "82982", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "TAKATA, Hitoshi"}]}, {"nameIdentifiers": [{"nameIdentifier": "82983", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "KAWAJI, Shinya"}]}, {"nameIdentifiers": [{"nameIdentifier": "82984", "nameIdentifierScheme": "WEKO"}], "names": [{"name": "HACHINO, Tomohiro"}]}]}, "item_7_publisher_23": {"attribute_name": "公開者・出版者", "attribute_value_mlt": [{"subitem_publisher": "鹿児島大学"}]}, "item_7_source_id_7": {"attribute_name": "ISSN", "attribute_value_mlt": [{"subitem_source_identifier": "0451-212X", "subitem_source_identifier_type": "ISSN"}]}, "item_7_source_id_9": {"attribute_name": "NII書誌ID", "attribute_value_mlt": [{"subitem_source_identifier": "AN00040363", "subitem_source_identifier_type": "NCID"}]}, "item_7_subject_15": {"attribute_name": "NDC", "attribute_value_mlt": [{"subitem_subject": "500", "subitem_subject_scheme": "NDC"}]}, "item_7_text_24": {"attribute_name": "公開者よみ", "attribute_value_mlt": [{"subitem_text_value": "カゴシマダイガク"}]}, "item_7_text_25": {"attribute_name": "公開者別名", "attribute_value_mlt": [{"subitem_text_value": "Kagoshima University"}]}, "item_7_text_30": {"attribute_name": "NIIタイプ", "attribute_value_mlt": [{"subitem_text_value": "Departmental Bulletin Paper"}]}, "item_7_version_type_14": {"attribute_name": "著者版フラグ", "attribute_value_mlt": [{"subitem_version_resource": "http://purl.org/coar/version/c_970fb48d4fbd8a85", "subitem_version_type": "VoR"}]}, "item_creator": {"attribute_name": "著者", "attribute_type": "creator", "attribute_value_mlt": [{"creatorNames": [{"creatorName": "高田, 等"}], "nameIdentifiers": [{"nameIdentifier": "4259", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "1000080038075", "nameIdentifierScheme": "NRID", "nameIdentifierURI": " "}]}, {"creatorNames": [{"creatorName": "川路, 真也"}], "nameIdentifiers": [{"nameIdentifier": "82978", "nameIdentifierScheme": "WEKO"}]}, {"creatorNames": [{"creatorName": "八野, 知博"}], "nameIdentifiers": [{"nameIdentifier": "4261", "nameIdentifierScheme": "WEKO"}, {"nameIdentifier": "1000050284906", "nameIdentifierScheme": "NRID", "nameIdentifierURI": " "}]}]}, "item_files": {"attribute_name": "ファイル情報", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_date", "date": [{"dateType": "Available", "dateValue": "2016-10-28"}], "displaytype": "detail", "download_preview_message": "", "file_order": 0, "filename": "AN00040363_v48_p35-43.pdf", "filesize": [{"value": "470.3 kB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 470300.0, "url": {"label": "AN00040363_v48_p35-43.pdf", "url": "https://ir.kagoshima-u.ac.jp/record/7322/files/AN00040363_v48_p35-43.pdf"}, "version_id": "9041b7c5-70ef-44c3-a5a9-db4fa1e3e10c"}]}, "item_keyword": {"attribute_name": "キーワード", "attribute_value_mlt": [{"subitem_subject": "Prediction", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Linear regression model", "subitem_subject_scheme": "Other"}, {"subitem_subject": "NN", "subitem_subject_scheme": "Other"}, {"subitem_subject": "GA", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Typhoon damage", "subitem_subject_scheme": "Other"}, {"subitem_subject": "Power system", "subitem_subject_scheme": "Other"}]}, "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": "departmental bulletin paper", "resourceuri": "http://purl.org/coar/resource_type/c_6501"}]}, "item_title": "鹿児島県本土の各地区における電力系統台風被害予測に関する研究", "item_titles": {"attribute_name": "タイトル", "attribute_value_mlt": [{"subitem_title": "鹿児島県本土の各地区における電力系統台風被害予測に関する研究"}, {"subitem_title": "Study on a Prediction Method of Typhoon Damage of Electric Power Systems in Each District on the Main Island in Kagoshima Prefecture", "subitem_title_language": "en"}]}, "item_type_id": "7", "owner": "3", "path": ["36", "5368"], "permalink_uri": "http://hdl.handle.net/10232/8264", "pubdate": {"attribute_name": "公開日", "attribute_value": "2015-02-04"}, "publish_date": "2015-02-04", "publish_status": "0", "recid": "7322", "relation": {}, "relation_version_is_last": true, "title": ["鹿児島県本土の各地区における電力系統台風被害予測に関する研究"], "weko_shared_id": 3}