Changes

On December 3, 2024 at 10:55:09 AM UTC, admin:
Changed title to C-MAPSS Dataset (previously C-MAPSS dataset)
Set author of C-MAPSS Dataset to Yuqi Sua (previously Hamed Khorasgani)
Updated description of C-MAPSS Dataset from
The C-MAPSS dataset is a multivariate time series dataset used for Remaining Useful Life (RUL) prediction. It contains data from four sub-datasets (FD001, FD002, FD003, and FD004) with 21 variables, including temperature, pressure, and fan speed.
to
The dataset is used for training and testing the proposed deep learning-based prognostic models.
Removed the following tags from C-MAPSS Dataset
Added tag aircraft engines to C-MAPSS Dataset
Changed value of field defined_in to https://doi.org/10.48550/arXiv.2405.06068 in C-MAPSS Dataset
Changed value of field extra_authors to [{'extra_author': 'Xiaolei Fang', 'orcid': ''}] in C-MAPSS Dataset
Changed value of field citation to [] in C-MAPSS Dataset
Changed value of field landing_page to https://doi.org/10.13154/ICPHM-2018-2-0101 in C-MAPSS Dataset
Deleted resource Original Metadata from C-MAPSS Dataset
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Hamed Khorasgani", n 3   "author": "Yuqi Sua",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [ n 5   "citation": [],
            6     "https://doi.org/10.48550/arXiv.2401.16462", 
            7     "https://doi.org/10.48550/arXiv.2109.15050" 
            8   ], 
            9   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 10   "defined_in": "https://doi.org/10.1016/j.ymssp.2022.109611", n 7   "defined_in": "https://doi.org/10.48550/arXiv.2405.06068",
            11   "doi": "10.57702/bsibqz2m", 8   "doi": "10.57702/bsibqz2m",
            12   "doi_date_published": "2024-12-03", 9   "doi_date_published": "2024-12-03",
            13   "doi_publisher": "TIB", 10   "doi_publisher": "TIB",
            14   "doi_status": true, 11   "doi_status": true,
            15   "domain": "https://service.tib.eu/ldmservice", 12   "domain": "https://service.tib.eu/ldmservice",
            16   "extra_authors": [ 13   "extra_authors": [
            17     { 14     {
            n 18       "extra_author": "Haiyan Wang", n 15       "extra_author": "Xiaolei Fang",
            19       "orcid": "" 
            20     }, 
            21     { 
            22       "extra_author": "Chetan Gupta", 
            23       "orcid": "" 
            24     }, 
            25     { 
            26       "extra_author": "Ahmed Farahat", 
            27       "orcid": "" 16       "orcid": ""
            28     } 17     }
            29   ], 18   ],
            30   "groups": [ 19   "groups": [
            31     { 20     {
            32       "description": "", 21       "description": "",
            n 33       "display_name": "Condition Monitoring", n 22       "display_name": "Aircraft Engines",
            34       "id": "d3b0c28e-621b-417c-8743-152fa33555fd", 23       "id": "7b675da0-d35e-4f50-845e-94d2e7100b11",
            35       "image_display_url": "", 24       "image_display_url": "",
            n 36       "name": "condition-monitoring", n 25       "name": "aircraft-engines",
            37       "title": "Condition Monitoring" 26       "title": "Aircraft Engines"
            38     }, 
            39     { 
            40       "description": "", 
            41       "display_name": "Maintenance Decision-Making", 
            42       "id": "97742934-7733-4f64-8a27-3e9beb93035b", 
            43       "image_display_url": "", 
            44       "name": "maintenance-decision-making", 
            45       "title": "Maintenance Decision-Making" 
            46     }, 
            47     { 
            48       "description": "", 
            49       "display_name": "Multivariate Time Series", 
            50       "id": "d9016775-d983-4eab-8242-222f0f12f936", 
            51       "image_display_url": "", 
            52       "name": "multivariate-time-series", 
            53       "title": "Multivariate Time Series" 
            54     }, 27     },
            55     { 28     {
            56       "description": "", 29       "description": "",
            57       "display_name": "Prognostics", 30       "display_name": "Prognostics",
            58       "id": "14e4a768-4423-4bf6-a28c-b5cefe639285", 31       "id": "14e4a768-4423-4bf6-a28c-b5cefe639285",
            59       "image_display_url": "", 32       "image_display_url": "",
            60       "name": "prognostics", 33       "name": "prognostics",
            61       "title": "Prognostics" 34       "title": "Prognostics"
            n 62     }, n 
            63     { 
            64       "description": "", 
            65       "display_name": "Remaining Useful Life Prediction", 
            66       "id": "e94d21bf-0877-4029-8984-535828c65099", 
            67       "image_display_url": "", 
            68       "name": "remaining-useful-life-prediction", 
            69       "title": "Remaining Useful Life Prediction" 
            70     } 35     }
            71   ], 36   ],
            72   "id": "7b074b80-ed3a-43af-b206-4985f6835657", 37   "id": "7b074b80-ed3a-43af-b206-4985f6835657",
            73   "isopen": false, 38   "isopen": false,
            n 74   "landing_page":  n 39   "landing_page": "https://doi.org/10.13154/ICPHM-2018-2-0101",
            75 .nasa.gov/centers/ames/research/technical-papers/C-MAPSS-Dataset.pdf", 
            76   "license_title": null, 40   "license_title": null,
            77   "link_orkg": "", 41   "link_orkg": "",
            78   "metadata_created": "2024-12-03T10:26:07.584965", 42   "metadata_created": "2024-12-03T10:26:07.584965",
            n 79   "metadata_modified": "2024-12-03T10:26:07.945985", n 43   "metadata_modified": "2024-12-03T10:55:09.186258",
            80   "name": "c-mapss-dataset", 44   "name": "c-mapss-dataset",
            n 81   "notes": "The C-MAPSS dataset is a multivariate time series dataset  n 45   "notes": "The dataset is used for training and testing the proposed 
            82 used for Remaining Useful Life (RUL) prediction. It contains data from  46 deep learning-based prognostic models.",
            83 four sub-datasets (FD001, FD002, FD003, and FD004) with 21 variables,  
            84 including temperature, pressure, and fan speed.", 
            85   "num_resources": 1, 47   "num_resources": 0,
            86   "num_tags": 10, 48   "num_tags": 2,
            87   "organization": { 49   "organization": {
            88     "approval_status": "approved", 50     "approval_status": "approved",
            89     "created": "2024-11-25T12:11:38.292601", 51     "created": "2024-11-25T12:11:38.292601",
            90     "description": "", 52     "description": "",
            91     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 53     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            92     "image_url": "", 54     "image_url": "",
            93     "is_organization": true, 55     "is_organization": true,
            94     "name": "no-organization", 56     "name": "no-organization",
            95     "state": "active", 57     "state": "active",
            96     "title": "No Organization", 58     "title": "No Organization",
            97     "type": "organization" 59     "type": "organization"
            98   }, 60   },
            99   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 61   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            100   "private": false, 62   "private": false,
            101   "relationships_as_object": [], 63   "relationships_as_object": [],
            102   "relationships_as_subject": [], 64   "relationships_as_subject": [],
            n 103   "resources": [ n 65   "resources": [],
            104     { 
            105       "cache_last_updated": null, 
            106       "cache_url": null, 
            107       "created": "2024-12-03T11:11:17", 
            108       "data": [ 
            109         "dcterms:title", 
            110         "dcterms:accessRights", 
            111         "dcterms:creator", 
            112         "dcterms:description", 
            113         "dcterms:issued", 
            114         "dcterms:language", 
            115         "dcterms:identifier", 
            116         "dcat:theme", 
            117         "dcterms:type", 
            118         "dcat:keyword", 
            119         "dcat:landingPage", 
            120         "dcterms:hasVersion", 
            121         "dcterms:format", 
            122         "mls:task", 
            123         "datacite:isDescribedBy" 
            124       ], 
            125       "description": "The json representation of the dataset with its  
            126 distributions based on DCAT.", 
            127       "format": "JSON", 
            128       "hash": "", 
            129       "id": "568282a7-a1e8-465a-8eae-e8effb3ec0ca", 
            130       "last_modified": "2024-12-03T10:26:07.937628", 
            131       "metadata_modified": "2024-12-03T10:26:07.949122", 
            132       "mimetype": "application/json", 
            133       "mimetype_inner": null, 
            134       "name": "Original Metadata", 
            135       "package_id": "7b074b80-ed3a-43af-b206-4985f6835657", 
            136       "position": 0, 
            137       "resource_type": null, 
            138       "size": 1354, 
            139       "state": "active", 
            140       "url":  
            141 resource/568282a7-a1e8-465a-8eae-e8effb3ec0ca/download/metadata.json", 
            142       "url_type": "upload" 
            143     } 
            144   ], 
            145   "services_used_list": "", 66   "services_used_list": "",
            146   "state": "active", 67   "state": "active",
            147   "tags": [ 68   "tags": [
            148     { 69     {
            n 149       "display_name": "C-MAPSS", n 
            150       "id": "15a76ec5-2ad0-4a45-95be-ef5615707901", 
            151       "name": "C-MAPSS", 
            152       "state": "active", 
            153       "vocabulary_id": null 
            154     }, 
            155     { 
            156       "display_name": "Engine Data", 
            157       "id": "b5e65710-dee0-485c-bb50-f6471530f207", 
            158       "name": "Engine Data", 
            159       "state": "active", 
            160       "vocabulary_id": null 
            161     }, 
            162     { 
            163       "display_name": "Multivariate Time Series", 
            164       "id": "4cfbc595-f778-426e-88c3-6c0f21b1d229", 
            165       "name": "Multivariate Time Series", 
            166       "state": "active", 
            167       "vocabulary_id": null 
            168     }, 
            169     { 
            170       "display_name": "RUL Prediction", 
            171       "id": "b970343e-6ae9-48c3-ad78-22dd26b143a1", 
            172       "name": "RUL Prediction", 
            173       "state": "active", 
            174       "vocabulary_id": null 
            175     }, 
            176     { 
            177       "display_name": "condition monitoring", 
            178       "id": "bb0dc4ec-2347-489b-9548-6790035b4d77", 
            179       "name": "condition monitoring", 
            180       "state": "active", 
            181       "vocabulary_id": null 
            182     }, 
            183     { 
            184       "display_name": "fault modes", 
            185       "id": "fb495dff-a51f-4cd7-959e-7590bb0e5c0b", 
            186       "name": "fault modes", 
            187       "state": "active", 
            188       "vocabulary_id": null 
            189     }, 
            190     { 
            191       "display_name": "jet engine", 70       "display_name": "aircraft engines",
            192       "id": "f3467e45-3012-43e3-beac-6834e0e5ca08", 71       "id": "9a66bbb6-5948-4e32-9ecc-7a389525f26a",
            193       "name": "jet engine", 72       "name": "aircraft engines",
            194       "state": "active", 
            195       "vocabulary_id": null 
            196     }, 
            197     { 
            198       "display_name": "operational conditions", 
            199       "id": "c763b1f6-afb0-45a1-8640-fd31f3321cd9", 
            200       "name": "operational conditions", 
            201       "state": "active", 73       "state": "active",
            202       "vocabulary_id": null 74       "vocabulary_id": null
            203     }, 75     },
            204     { 76     {
            205       "display_name": "prognostics", 77       "display_name": "prognostics",
            206       "id": "afa215e8-9b6c-45d8-b304-c92e9fb0b091", 78       "id": "afa215e8-9b6c-45d8-b304-c92e9fb0b091",
            207       "name": "prognostics", 79       "name": "prognostics",
            208       "state": "active", 80       "state": "active",
            209       "vocabulary_id": null 81       "vocabulary_id": null
            n 210     }, n 
            211     { 
            212       "display_name": "time-series sensor measurements", 
            213       "id": "5a1c1aec-c28c-4185-a90e-7855d9114701", 
            214       "name": "time-series sensor measurements", 
            215       "state": "active", 
            216       "vocabulary_id": null 
            217     } 82     }
            218   ], 83   ],
            t 219   "title": "C-MAPSS dataset", t 84   "title": "C-MAPSS Dataset",
            220   "type": "dataset", 85   "type": "dataset",
            221   "version": "" 86   "version": ""
            222 } 87 }