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Research on microseismic localization algorithm with global search and local optimization
A microseismic localization algorithm that combines global search and local optimization is proposed. The Fewer Conditions Trigger Difference (FCTD) objective function of global search and local optimization is constructed, the execution process of the algorithm is described by numerical simulation,...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477478/ https://www.ncbi.nlm.nih.gov/pubmed/37674844 http://dx.doi.org/10.1016/j.heliyon.2023.e19251 |
_version_ | 1785101159686471680 |
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author | Song, Yimin Zhao, Yazhou Zhang, Yuanyu Deng, Wenliang Lu, Chuang |
author_facet | Song, Yimin Zhao, Yazhou Zhang, Yuanyu Deng, Wenliang Lu, Chuang |
author_sort | Song, Yimin |
collection | PubMed |
description | A microseismic localization algorithm that combines global search and local optimization is proposed. The Fewer Conditions Trigger Difference (FCTD) objective function of global search and local optimization is constructed, the execution process of the algorithm is described by numerical simulation, and the global search and local optimization microseismic localization algorithm is verified and applied by field data analysis. The results show that: (1) the global search and local optimization methods have fast search speed in the global range, high convergence accuracy and stable localization results in the local range, and high localization accuracy and stability without relying on the velocity model and initial values in the process of search. (2) By comparing the localization results of different localization methods, the global search and local optimization algorithms have better localization results. |
format | Online Article Text |
id | pubmed-10477478 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-104774782023-09-06 Research on microseismic localization algorithm with global search and local optimization Song, Yimin Zhao, Yazhou Zhang, Yuanyu Deng, Wenliang Lu, Chuang Heliyon Research Article A microseismic localization algorithm that combines global search and local optimization is proposed. The Fewer Conditions Trigger Difference (FCTD) objective function of global search and local optimization is constructed, the execution process of the algorithm is described by numerical simulation, and the global search and local optimization microseismic localization algorithm is verified and applied by field data analysis. The results show that: (1) the global search and local optimization methods have fast search speed in the global range, high convergence accuracy and stable localization results in the local range, and high localization accuracy and stability without relying on the velocity model and initial values in the process of search. (2) By comparing the localization results of different localization methods, the global search and local optimization algorithms have better localization results. Elsevier 2023-08-18 /pmc/articles/PMC10477478/ /pubmed/37674844 http://dx.doi.org/10.1016/j.heliyon.2023.e19251 Text en © 2023 Published by Elsevier Ltd. 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 | Research Article Song, Yimin Zhao, Yazhou Zhang, Yuanyu Deng, Wenliang Lu, Chuang Research on microseismic localization algorithm with global search and local optimization |
title | Research on microseismic localization algorithm with global search and local optimization |
title_full | Research on microseismic localization algorithm with global search and local optimization |
title_fullStr | Research on microseismic localization algorithm with global search and local optimization |
title_full_unstemmed | Research on microseismic localization algorithm with global search and local optimization |
title_short | Research on microseismic localization algorithm with global search and local optimization |
title_sort | research on microseismic localization algorithm with global search and local optimization |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10477478/ https://www.ncbi.nlm.nih.gov/pubmed/37674844 http://dx.doi.org/10.1016/j.heliyon.2023.e19251 |
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