Cargando…

Machine Learning Based Identification of Microseismic Signals Using Characteristic Parameters

Microseismic monitoring system is one of the effective means to monitor ground stress in deep mines. The accuracy and speed of microseismic signal identification directly affect the stability analysis in rock engineering. At present, manual identification, which heavily relies on manual experience,...

Descripción completa

Detalles Bibliográficos
Autores principales:	Peng, Kang, Tang, Zheng, Dong, Longjun, Sun, Daoyuan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8587811/ https://www.ncbi.nlm.nih.gov/pubmed/34770274 http://dx.doi.org/10.3390/s21216967

Ejemplares similares

Risk Field of Rock Instability Using Microseismic Monitoring Data in Deep Mining
por: Dong, Longjun, et al.
Publicado: (2023)

Microseismic Time Delay Estimation Method Based on Continuous Wavelet
por: Du, Cunpeng, et al.
Publicado: (2022)

An Anisotropic Velocity Model for Microseismic Events Localization in Tunnels
por: Shen, Tong, et al.
Publicado: (2023)

Investigation of microseismic signal denoising using an improved wavelet adaptive thresholding method
por: Zhang, Zhen, et al.
Publicado: (2022)

Monitoring microseismicity of the Hengill Geothermal Field in Iceland
por: Grigoli, Francesco, et al.
Publicado: (2022)

Investigation of coal and gas outburst risk by microseismic monitoring
por: Wang, Anhu, et al.
Publicado: (2019)

Deep Neural Networks for Detection and Location of Microseismic Events and Velocity Model Inversion from Microseismic Data Acquired by Distributed Acoustic Sensing Array
por: Wamriew, Daniel, et al.
Publicado: (2021)

Microseismic Event Location by Considering the Influence of the Empty Area in an Excavated Tunnel
por: Peng, Pingan, et al.
Publicado: (2020)

Microseismic Dynamic Response and Multi-Source Warning during Rockburst Monitoring Based on Weight Decision Analysis
por: Tian, Jiawei, et al.
Publicado: (2022)

Microseismic records classification using capsule network with limited training samples in underground mining
por: Peng, Pingan, et al.
Publicado: (2020)

Automated microseismic event location using Master-Event Waveform Stacking
por: Grigoli, Francesco, et al.
Publicado: (2016)

Underground Microseismic Event Monitoring and Localization within Sensor Networks
por: Wang, Sili, et al.
Publicado: (2021)

The Influence of Roughness on Experimental Fault Mechanical Behavior and Associated Microseismicity
por: Fryer, Barnaby, et al.
Publicado: (2022)

Research on microseismic localization algorithm with global search and local optimization
por: Song, Yimin, et al.
Publicado: (2023)

Unveiling the signals from extremely noisy microseismic data for high-resolution hydraulic fracturing monitoring
por: Huang, Weilin, et al.
Publicado: (2017)

An Enhanced RIME Optimizer with Horizontal and Vertical Crossover for Discriminating Microseismic and Blasting Signals in Deep Mines
por: Zhu, Wei, et al.
Publicado: (2023)

Targeted location of microseismic events based on a 3D heterogeneous velocity model in underground mining
por: Peng, Pingan, et al.
Publicado: (2019)

An Efficient Neural-Network-Based Microseismic Monitoring Platform for Hydraulic Fracture on an Edge Computing Architecture
por: Zhang, Xiaopu, et al.
Publicado: (2018)

Prediction of microseismic events in rock burst mines based on MEA-BP neural network
por: Lan, Tianwei, et al.
Publicado: (2023)

Understanding downhole microseismic data analysis: with applications in hydraulic fracture monitoring
por: Akram, Jubran
Publicado: (2020)

Distributed acoustic sensing of microseismic sources and wave propagation in glaciated terrain
por: Walter, F., et al.
Publicado: (2020)

Optimization and Quality Assessment of Arrival Time Picking for Downhole Microseismic Events
por: Leng, Jiaxuan, et al.
Publicado: (2022)

Microseismicity Appears to Outline Highly Coupled Regions on the Central Chile Megathrust
por: Sippl, C., et al.
Publicado: (2021)

Adaptive filtering of microseismic data for monitoring a water-conducting fractured zone in a mine
por: Li, Hongjiang, et al.
Publicado: (2022)

Research on Microseismic Source Location Method Based on Waveform Characteristics Monitored by Nanomaterial Sensor under the Background of Metal Oxide Polluted Environment
por: Wang, Shuai, et al.
Publicado: (2022)

Lithospheric double shear zone unveiled by microseismicity in a region of slow deformation
por: de Nardis, Rita, et al.
Publicado: (2022)

Microseismicity and lithosphere thickness at a nearly-amagmatic oceanic detachment fault system
por: Chen, Jie, et al.
Publicado: (2023)

Locating Mine Microseismic Events in a 3D Velocity Model through the Gaussian Beam Reverse-Time Migration Technique
por: Wang, Yi, et al.
Publicado: (2020)

Retracted: Research on Microseismic Source Location Method Based on Waveform Characteristics Monitored by Nanomaterial Sensor under the Background of Metal Oxide Polluted Environment
por: and Applications, Bioinorganic Chemistry
Publicado: (2023)

Change in the Level of Microseismic Noise During the COVID-19 Pandemic in the Russian Far East
por: Boginskaya, Natalya Vladimirovna, et al.
Publicado: (2022)

An Optimization Method for the Station Layout of a Microseismic Monitoring System in Underground Mine Engineering
por: Zhou, Zilong, et al.
Publicado: (2022)

Experimental Study on Calibration of Amplitude-Frequency Measurement Deviation for Microseismic Sensors in Coal Mines
por: Han, Zepeng, et al.
Publicado: (2023)

Automatic P-Phase-Onset-Time-Picking Method of Microseismic Monitoring Signal of Underground Mine Based on Noise Reduction and Multiple Detection Indexes
por: Dai, Rui, et al.
Publicado: (2023)

Hindcasting injection-induced aseismic slip and microseismicity at the Cooper Basin Enhanced Geothermal Systems Project
por: Wang, Taiyi A., et al.
Publicado: (2022)

Multi-Classification of Complex Microseismic Waveforms Using Convolutional Neural Network: A Case Study in Tunnel Engineering
por: Zhang, Hang, et al.
Publicado: (2021)

The Compact Nanoradian Precision Laser Inclinometer—an Innovative Instrument for the Angular Microseismic Isolation of the Interferometric Gravitational Antennas
por: Budagov, J, et al.
Publicado: (2020)

Microseismic Precursors of Coal Mine Water Inrush Characterized by Different Waveforms Manifest as Dry to Wet Fracturing
por: Yu, Rui, et al.
Publicado: (2022)

A Waveform Image Method for Discriminating Micro-Seismic Events and Blasts in Underground Mines
por: Wei, Hui, et al.
Publicado: (2020)

Microseismic energy distribution and impact risk analysis of complex heterogeneous spatial evolution of extra-thick layered strata
por: Lai, Xingping, et al.
Publicado: (2022)

Identification of osteoarthritis-characteristic genes and immunological micro-environment features through bioinformatics and machine learning-based approaches
por: Da, Zheng, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_n0mmcbeljjigj8rfsiugnqoenm