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Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory

The comprehensive evaluation of pipeline loess collapsibility risk is a necessary means to control the safety risks of pipelines in the collapsible loess section. It is also one of the critical scientific bases for risk prevention, control, and management. The comprehensive evaluation system of clou...

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Autores principales: Liu, Xiaohui, Zhang, Manyin, Sun, Zhizhong, Zhang, Huyuan, Zhang, Yimin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322080/
https://www.ncbi.nlm.nih.gov/pubmed/34326380
http://dx.doi.org/10.1038/s41598-021-94882-2
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author Liu, Xiaohui
Zhang, Manyin
Sun, Zhizhong
Zhang, Huyuan
Zhang, Yimin
author_facet Liu, Xiaohui
Zhang, Manyin
Sun, Zhizhong
Zhang, Huyuan
Zhang, Yimin
author_sort Liu, Xiaohui
collection PubMed
description The comprehensive evaluation of pipeline loess collapsibility risk is a necessary means to control the safety risks of pipelines in the collapsible loess section. It is also one of the critical scientific bases for risk prevention, control, and management. The comprehensive evaluation system of cloud theory consists of quantitative and qualitative indexes, and the evaluation system has the characteristics of randomness and fuzziness. In view of this problem, the standard qualitative and semi-quantitative evaluation methods have intense subjectivity in dealing with the uncertainty problems such as randomness and fuzziness of the system, the cloud theory, which can effectively reflect the randomness and fuzziness of things at the same time, is introduced. The state scale cloud and index importance weight cloud of pipeline loess collapse risk are constructed by the golden section method. The uncertainty cloud reasoning process of the quantitative indexes and the expert scoring method of the qualitative indexes are proposed. The comprehensive evaluation model of loess collapsibility risk of oil and gas pipeline is established, and the engineering example is analyzed. The complete evaluation results of 10 samples to be evaluated are consistent with the results of the semi-quantitative method and are compatible with the actual situation. The evaluation process softens the subjective division of index boundary, simplifies the preprocessing of index data, realizes the organic integration of quantitative and qualitative decisions, and improves the accuracy, rationality, and visualization of the results.
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spelling pubmed-83220802021-07-30 Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory Liu, Xiaohui Zhang, Manyin Sun, Zhizhong Zhang, Huyuan Zhang, Yimin Sci Rep Article The comprehensive evaluation of pipeline loess collapsibility risk is a necessary means to control the safety risks of pipelines in the collapsible loess section. It is also one of the critical scientific bases for risk prevention, control, and management. The comprehensive evaluation system of cloud theory consists of quantitative and qualitative indexes, and the evaluation system has the characteristics of randomness and fuzziness. In view of this problem, the standard qualitative and semi-quantitative evaluation methods have intense subjectivity in dealing with the uncertainty problems such as randomness and fuzziness of the system, the cloud theory, which can effectively reflect the randomness and fuzziness of things at the same time, is introduced. The state scale cloud and index importance weight cloud of pipeline loess collapse risk are constructed by the golden section method. The uncertainty cloud reasoning process of the quantitative indexes and the expert scoring method of the qualitative indexes are proposed. The comprehensive evaluation model of loess collapsibility risk of oil and gas pipeline is established, and the engineering example is analyzed. The complete evaluation results of 10 samples to be evaluated are consistent with the results of the semi-quantitative method and are compatible with the actual situation. The evaluation process softens the subjective division of index boundary, simplifies the preprocessing of index data, realizes the organic integration of quantitative and qualitative decisions, and improves the accuracy, rationality, and visualization of the results. Nature Publishing Group UK 2021-07-29 /pmc/articles/PMC8322080/ /pubmed/34326380 http://dx.doi.org/10.1038/s41598-021-94882-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Liu, Xiaohui
Zhang, Manyin
Sun, Zhizhong
Zhang, Huyuan
Zhang, Yimin
Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory
title Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory
title_full Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory
title_fullStr Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory
title_full_unstemmed Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory
title_short Comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory
title_sort comprehensive evaluation of loess collapsibility of oil and gas pipeline based on cloud theory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8322080/
https://www.ncbi.nlm.nih.gov/pubmed/34326380
http://dx.doi.org/10.1038/s41598-021-94882-2
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