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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,...

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Detalles Bibliográficos
Autores principales: Song, Yimin, Zhao, Yazhou, Zhang, Yuanyu, Deng, Wenliang, Lu, Chuang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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
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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.
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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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