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Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining
The accurate location of induced seismicity is a problem of major interest in the safety monitoring of underground mines. Complexities in the seismic velocity structure, particularly changes in velocity caused by the progression of mining excavations, can cause systematic event mislocations. To addr...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6388919/ https://www.ncbi.nlm.nih.gov/pubmed/30802268 http://dx.doi.org/10.1371/journal.pone.0212881 |
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author | Peng, Pingan Wang, Liguan |
author_facet | Peng, Pingan Wang, Liguan |
author_sort | Peng, Pingan |
collection | PubMed |
description | The accurate location of induced seismicity is a problem of major interest in the safety monitoring of underground mines. Complexities in the seismic velocity structure, particularly changes in velocity caused by the progression of mining excavations, can cause systematic event mislocations. To address this problem, we present a novel construction method for an arbitrary 3D velocity model and a targeted hypocenter determination method based on this velocity model in underground mining. The method constructs a velocity model from 3D geological objects that can accurately express the interfaces of geologic units. Based on this model, the block corresponding to the minimum difference between the observed arrival times and the theoretical arrival times computed by the Fast Marching Method is located. Finally, a relocation procedure is carried out within the targeted block by heuristic algorithms to improve the performance. The accuracy and efficiency of the proposed method are demonstrated by the source localization results of both synthetic data and on-site data from Dongguashan Copper Mine. The results show that our proposed method significantly improves the location accuracy compared with the widely used Simplex and Particle Swarm Optimization methods. |
format | Online Article Text |
id | pubmed-6388919 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63889192019-03-08 Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining Peng, Pingan Wang, Liguan PLoS One Research Article The accurate location of induced seismicity is a problem of major interest in the safety monitoring of underground mines. Complexities in the seismic velocity structure, particularly changes in velocity caused by the progression of mining excavations, can cause systematic event mislocations. To address this problem, we present a novel construction method for an arbitrary 3D velocity model and a targeted hypocenter determination method based on this velocity model in underground mining. The method constructs a velocity model from 3D geological objects that can accurately express the interfaces of geologic units. Based on this model, the block corresponding to the minimum difference between the observed arrival times and the theoretical arrival times computed by the Fast Marching Method is located. Finally, a relocation procedure is carried out within the targeted block by heuristic algorithms to improve the performance. The accuracy and efficiency of the proposed method are demonstrated by the source localization results of both synthetic data and on-site data from Dongguashan Copper Mine. The results show that our proposed method significantly improves the location accuracy compared with the widely used Simplex and Particle Swarm Optimization methods. Public Library of Science 2019-02-25 /pmc/articles/PMC6388919/ /pubmed/30802268 http://dx.doi.org/10.1371/journal.pone.0212881 Text en © 2019 Peng, Wang http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Peng, Pingan Wang, Liguan Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining |
title | Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining |
title_full | Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining |
title_fullStr | Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining |
title_full_unstemmed | Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining |
title_short | Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining |
title_sort | targeted location of microseismic events based on a 3d heterogeneous velocity model in underground mining |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6388919/ https://www.ncbi.nlm.nih.gov/pubmed/30802268 http://dx.doi.org/10.1371/journal.pone.0212881 |
work_keys_str_mv | AT pengpingan targetedlocationofmicroseismiceventsbasedona3dheterogeneousvelocitymodelinundergroundmining AT wangliguan targetedlocationofmicroseismiceventsbasedona3dheterogeneousvelocitymodelinundergroundmining |