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    • Synthetic Temperature Data for Predicting Flashover Occurrence Using Surrogate Temperature Data

    Metadata Updated: October 28, 2022

    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).

    Access & Use Information

    Public: This dataset is intended for public access and use. License: See this page for license information.

    Downloads & Resources

    References

    https://ojs.aaai.org/index.php/AAAI/article/view/17736

    Dates

    Metadata Created Date October 28, 2022
    Metadata Updated Date October 28, 2022

    Metadata Source

    Harvested from NIST

    Other Data Resources

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date October 28, 2022
    Metadata Updated Date October 28, 2022
    Publisher National Institute of Standards and Technology
    Maintainer
    Identifier ark:/88434/mds2-2479
    Data First Published 2022-10-26
    Language en
    Data Last Modified 2021-01-09 00:00:00
    Category Fire:Fire detection, Fire:Fire fighting, Fire:Fire risk reduction
    Public Access Level public
    Bureau Code 006:55
    Metadata Context https://project-open-data.cio.gov/v1.1/schema/data.json
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
    Harvest Object Id 5ce6bb12-b793-49f2-8502-96198745f399
    Harvest Source Id 74e175d9-66b3-4323-ac98-e2a90eeb93c0
    Harvest Source Title NIST
    Homepage URL https://data.nist.gov/od/id/mds2-2479
    License https://www.nist.gov/open/license
    Program Code 006:045
    Related Documents https://ojs.aaai.org/index.php/AAAI/article/view/17736
    Source Datajson Identifier True
    Source Hash 78a35f28dd7c2cc5e0932d648731410addfbfcff
    Source Schema Version 1.1

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