{"@type": "dcat:Dataset", "accessLevel": "public", "bureauCode": ["006:55"], "contactPoint": {"fn": "Wai Cheong Tam", "hasEmail": "mailto:waicheong.tam@nist.gov"}, "description": "This data set provides heat detector temperatures in a single-story ranch structure with a living room, kitchen, dining room, and three bedrooms. 20000 sets of detector temperatures are generated using CData [1]. The data set are obtained based on simulation runs with various fire conditions and door opening conditions. The fire is described based on t-squared law. The peak heat release rate and time to peak range from approximately 1667 kW to 4620 kW and from 210 s to 1540 s, respectively.  A detailed description of this work can be found in Ref. [2].[1] Reneke, P.A., Peacock, R.D., Gilbert, S.W. and Cleary, T.G., 2021. CFAST Consolidated Fire and Smoke Transport (Version 7) Volume 5: CFAST Fire Data Generator (CData). NIST Technical Note 1889v5. Gaithersburg, MD.[2] Fu, E.Y., Tam, W.C., Wang, J., Peacock, R., Reneke, P., Ngai, G., Leong, H.V. and Cleary, T., 2021, May. Predicting Flashover Occurrence using Surrogate Temperature Data. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, No. 17, pp. 14785-14794).", "distribution": [{"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData8001-10000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData8001-10000"}, {"description": "Data for Experiment 8001-10000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData8001-10000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData8001-10000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData10001-12000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData10001-12000"}, {"description": "Data for Experiment 10001-12000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData10001-12000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData10001-12000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData12001-14000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData12001-14000"}, {"description": "Data for Experiment 12001-14000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData12001-14000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData12001-14000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData14001-16000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData14001-16000"}, {"description": "Data for Experiment 14001-16000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData14001-16000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData14001-16000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData16001-18000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData16001-18000"}, {"description": "Data for Experiment 16001-18000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData16001-18000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData16001-18000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData18001-20000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData18001-20000"}, {"description": "Data for Experiment 18001-20000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData18001-20000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData18001-20000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData1-2000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"}, {"description": "Data Description", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/P-Flash_RangeHouse_SixCompartments_AllData_2021-1-9.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "P-Flash_RangeHouse_SixCompartments Summary"}, {"description": "RangeHouseData1-2000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData1-2000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData1-2000"}, {"description": "RangeHouseData2001-4000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData2001-4000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData2001-4000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData1-2000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData1-2000"}, {"description": "Data for Experiment 1 to 2000", "downloadURL": 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"title": "RangeHouseData4001-6000"}, {"downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData6001-8000.xlsx.sha256", "mediaType": "text/plain", "title": "SHA256 File for RangeHouseData6001-8000"}, {"description": "Data for Experiment 6001-8000", "downloadURL": "https://data.nist.gov/od/ds/mds2-2479/RangeHouseData6001-8000.xlsx", "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", "title": "RangeHouseData6001-8000"}], "identifier": "ark:/88434/mds2-2479", "issued": "2022-10-26", "keyword": ["Flashover Prediction; Recurrent Neural Network; Validation with Experimental Data; Smart Fire Fighting"], "landingPage": "https://data.nist.gov/od/id/mds2-2479", "language": ["en"], "license": "https://www.nist.gov/open/license", "modified": "2021-01-09 00:00:00", "programCode": ["006:045"], "publisher": {"@type": "org:Organization", "name": "National Institute of Standards and Technology"}, "references": ["https://ojs.aaai.org/index.php/AAAI/article/view/17736"], "theme": ["Fire:Fire detection", "Fire:Fire fighting", "Fire:Fire risk reduction"], "title": "Synthetic Temperature Data for Predicting Flashover Occurrence Using Surrogate Temperature Data"}