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http://thuvienso.vanlanguni.edu.vn/handle/Vanlang_TV/18789
Nhan đề: | A Multistep Method for Automatic Determination and Optimization of Microseismic P-Phase Arrival Times in a Coal Mine |
Tác giả: | Zhu, Quanjie Liu, Xiaohui Liu, Xiaoyun Chai, Haitao Shi, Jianjun |
Từ khoá: | Mining engineering Accuracy Seismic studies Wavelet transforms Noise reduction Neural networks Optimization Coal mining Geophysics Algorithms Earthquakes Noise Methods Seismic analysis Microseisms Coal mines Feasibility studies Seismic activity |
Năm xuất bản: | 2019 |
Nhà xuất bản: | Hindawi Limited |
Tóm tắt: | We present an algorithm for P-phase arrival time automatic determination and optimization for microseismic events of a coal mine in steps. For P-phase detection, we apply four modules: single denoising (band-filter), fast searching (STA/LTA and peak value), accurately picking (AIC), and optimization selection (time difference of arrival time and envelope circle judgment). This method is applied for a precise determination of P-phase arrival time; in addition, an automatic quality estimate is obtained to optimize and select the effective stations and used for source location. Through the analysis and validation of seismic data in a mine located in Hebei province, the result shows that this method can pick up the first arrival time of MS signal fast and accurately and automatically judge and remove the error station. Comparing automatic picks with the manual method in terms of speed and accuracy, computation cost (0.828 s) is far less than manual method (15 s per set), precision of manual and automatic represented by picking error is up to 71.7% (between −5 ms and 5 ms, 190 sets), 83.4% (between −10 ms and 10 ms, 221 sets), and 90.57% (between −20 ms and 20 ms, 240 sets). This study shows that the method presented in this paper is feasible to precise automatic P-phase determination and is a basis on automatic and precision location. |
Mô tả: | "Hindawi; Advances in Civil Engineering; Volume 2019, Article ID 3780875, 15 pages; https://doi.org/10.1155/2019/3780875" |
Định danh: | http://thuvienso.vanlanguni.edu.vn/handle/Vanlang_TV/18789 |
ISSN: | 1687-8086 1687-8094 (eISSN) |
Bộ sưu tập: | Bài báo_lưu trữ |
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Tập tin | Mô tả | Kích thước | Định dạng | |
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BBKH1386_TCCN_A Multistep Method for Automatic.pdf Giới hạn truy cập | A Multistep Method for Automatic Determination and Optimization of Microseismic P-Phase Arrival Times in a Coal Mine | 2.31 MB | Adobe PDF | Xem/Tải về Yêu cầu tài liệu |
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