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Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China

Coal mine construction projects have high risks, and non-compliant designs generated in the design stage will have adverse effects on subsequent construction and production stages. Therefore, it is of great importance to conduct effective preconstruction compliance inspections on coal mine construct...

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Autores principales: Li, Xinchun, Zhang, Xiaolin, Liu, Quanlong, Zhang, Yueqian, Gu, Xiao, Qiu, Zunxiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778409/
https://www.ncbi.nlm.nih.gov/pubmed/36554347
http://dx.doi.org/10.3390/ijerph192416466
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author Li, Xinchun
Zhang, Xiaolin
Liu, Quanlong
Zhang, Yueqian
Gu, Xiao
Qiu, Zunxiang
author_facet Li, Xinchun
Zhang, Xiaolin
Liu, Quanlong
Zhang, Yueqian
Gu, Xiao
Qiu, Zunxiang
author_sort Li, Xinchun
collection PubMed
description Coal mine construction projects have high risks, and non-compliant designs generated in the design stage will have adverse effects on subsequent construction and production stages. Therefore, it is of great importance to conduct effective preconstruction compliance inspections on coal mine construction designs. To make the compliance check of coal mine building design more rapid and effective, and to reduce the risks arising from the design phase, this study built a compliance inspection system for coal mine building design from the causes of coal mine accidents, using the Word2Vec word similarity calculation method and BIM platform secondary development technology. The system was tested and was found to be able to detect a 92.82% non-compliant component rate where the correct inspection rate was 97.68%. In addition, the inspection time for a single component was only 0.23 s. The construction of the compliance inspection system based on accident causes has changed the extensive inspection mode in the traditional manual model inspection, and the inspection no longer depends on the experience of inspectors, thus improving the efficiency and accuracy of coal mine building model inspection. The inspection focuses on the building elements with high risks, which achieves the purpose of risk control in the design stage.
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spelling pubmed-97784092022-12-23 Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China Li, Xinchun Zhang, Xiaolin Liu, Quanlong Zhang, Yueqian Gu, Xiao Qiu, Zunxiang Int J Environ Res Public Health Article Coal mine construction projects have high risks, and non-compliant designs generated in the design stage will have adverse effects on subsequent construction and production stages. Therefore, it is of great importance to conduct effective preconstruction compliance inspections on coal mine construction designs. To make the compliance check of coal mine building design more rapid and effective, and to reduce the risks arising from the design phase, this study built a compliance inspection system for coal mine building design from the causes of coal mine accidents, using the Word2Vec word similarity calculation method and BIM platform secondary development technology. The system was tested and was found to be able to detect a 92.82% non-compliant component rate where the correct inspection rate was 97.68%. In addition, the inspection time for a single component was only 0.23 s. The construction of the compliance inspection system based on accident causes has changed the extensive inspection mode in the traditional manual model inspection, and the inspection no longer depends on the experience of inspectors, thus improving the efficiency and accuracy of coal mine building model inspection. The inspection focuses on the building elements with high risks, which achieves the purpose of risk control in the design stage. MDPI 2022-12-08 /pmc/articles/PMC9778409/ /pubmed/36554347 http://dx.doi.org/10.3390/ijerph192416466 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Li, Xinchun
Zhang, Xiaolin
Liu, Quanlong
Zhang, Yueqian
Gu, Xiao
Qiu, Zunxiang
Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China
title Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China
title_full Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China
title_fullStr Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China
title_full_unstemmed Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China
title_short Research on Coal Mine Building Compliance Inspection System Based on Accident Causation and BIM in China
title_sort research on coal mine building compliance inspection system based on accident causation and bim in china
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9778409/
https://www.ncbi.nlm.nih.gov/pubmed/36554347
http://dx.doi.org/10.3390/ijerph192416466
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