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Data on methane concentration collected by underground coal mine sensors
Coal mining requires working in hazardous conditions. Miners in an underground coal mine can face several threats, such as, e.g. methane explosions. To provide protection for people working underground, systems for active monitoring of production processes are typically used. One of their fundamenta...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526955/ https://www.ncbi.nlm.nih.gov/pubmed/34703852 http://dx.doi.org/10.1016/j.dib.2021.107457 |
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author | Kozielski, Michał Sikora, Marek Wróbel, Łukasz |
author_facet | Kozielski, Michał Sikora, Marek Wróbel, Łukasz |
author_sort | Kozielski, Michał |
collection | PubMed |
description | Coal mining requires working in hazardous conditions. Miners in an underground coal mine can face several threats, such as, e.g. methane explosions. To provide protection for people working underground, systems for active monitoring of production processes are typically used. One of their fundamental applications is screening dangerous gas concentrations (methane in particular) to prevent spontaneous explosions. Such a system is the source of the data set containing raw data collected at an underground coal mine. The data is collected from 28 different sensors placed at various locations around the coal mine. All the attributes except one are numeric, and the examples collected form a time series. This data set can be used in a variety of analytical tasks, including classification, regression, time series and stream data analysis. |
format | Online Article Text |
id | pubmed-8526955 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-85269552021-10-25 Data on methane concentration collected by underground coal mine sensors Kozielski, Michał Sikora, Marek Wróbel, Łukasz Data Brief Data Article Coal mining requires working in hazardous conditions. Miners in an underground coal mine can face several threats, such as, e.g. methane explosions. To provide protection for people working underground, systems for active monitoring of production processes are typically used. One of their fundamental applications is screening dangerous gas concentrations (methane in particular) to prevent spontaneous explosions. Such a system is the source of the data set containing raw data collected at an underground coal mine. The data is collected from 28 different sensors placed at various locations around the coal mine. All the attributes except one are numeric, and the examples collected form a time series. This data set can be used in a variety of analytical tasks, including classification, regression, time series and stream data analysis. Elsevier 2021-10-11 /pmc/articles/PMC8526955/ /pubmed/34703852 http://dx.doi.org/10.1016/j.dib.2021.107457 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Data Article Kozielski, Michał Sikora, Marek Wróbel, Łukasz Data on methane concentration collected by underground coal mine sensors |
title | Data on methane concentration collected by underground coal mine sensors |
title_full | Data on methane concentration collected by underground coal mine sensors |
title_fullStr | Data on methane concentration collected by underground coal mine sensors |
title_full_unstemmed | Data on methane concentration collected by underground coal mine sensors |
title_short | Data on methane concentration collected by underground coal mine sensors |
title_sort | data on methane concentration collected by underground coal mine sensors |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8526955/ https://www.ncbi.nlm.nih.gov/pubmed/34703852 http://dx.doi.org/10.1016/j.dib.2021.107457 |
work_keys_str_mv | AT kozielskimichał dataonmethaneconcentrationcollectedbyundergroundcoalminesensors AT sikoramarek dataonmethaneconcentrationcollectedbyundergroundcoalminesensors AT wrobelłukasz dataonmethaneconcentrationcollectedbyundergroundcoalminesensors |