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Keywords: threshold
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Proceedings Papers
Rockfall Occurrence and Precipitation Modeling to Simulate Correlation Patterns
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-1024
... resolution limitations). However, when considered over smaller timescales, the actual underlying relationship is likely to be non-linear, and may involve step changes in behavior at different levels of rainfall (i.e. threshold-based behavior). The aim of this study is to evaluate the ways in which...
Proceedings Papers
Enhancing Joint Detection and RQD Estimation in Acoustic Televiewer Imaging Through Automated Instance Segmentation and Deep Learning
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-1047
... artificial intelligence production control esmaeili rqd geology threshold reservoir geomechanics geological subdiscipline journal borehole imaging rock type production monitoring machine learning engineering prediction proceedings wellbore seismic neural network reservoir surveillance...
Proceedings Papers
Investigation into the Rock Mass Response to Pillar Extraction in a Hard Rock Tabular Mine
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-1011
... threshold geomechanics symposium pillar extraction closure logger mining hangingwall zvarivadza instrument investigation deformation chikande ARMA 24 1011 Investigation into the rock mass response to pillar extraction in a hard rock tabular mine Moyo, S1., Chikande, T1., Zvarivadza, T2...
Proceedings Papers
Crack Initiation (CI) Thresholds from Acoustic Emission and Stress-Strain Data: A Comparison of Values Measured for Rocks from Montana and Idaho
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-1046
... ABSTRACT: Rock mechanics researchers have defined crack initiation (CI) and crack damage (CD) thresholds as the points at which microcracks begin to propagate and coalesce under increasing stress levels. CI and CD correspond to cracking events and can be identified using Acoustic Emissions (AE...
Proceedings Papers
Real-Time Prediction of Potential Hazard Area in Seville's During Underground Excavation with EPB
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0117
... Long Short-Term Memory (LSTM) architecture is employed, with an adjusting threshold for the ground displacement hazard specific to Seville. Consequently, the threshold was systematically modified, ranging from 0.5 to 10 cm. The area under the curve (AUC) values for the 1 and 2 cm thresholds are 0.937...
Proceedings Papers
Acoustic Emission Characteristics on the UCS of a Synthetic Rock
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0173
..., and peak stress—are critical stress thresholds that influence the deformation and failure of brittle rocks under compression. Internal fissures in the rock release strain energy as transient elastic waves, leading to acoustic emission (Lockner, 1993; Turcotte et al., 2003; Wang et al., 2021; Sun et al...
Proceedings Papers
Wellbore Stability Analysis of Wells in Paradox Play in Southeastern Utah: Investigating the Impact of Salt Mobility
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0196
...) was conducted for the second stuck-pipe incident. Finally, recommendations are proposed to mitigate the drilling challenges. geology geologist halide complex reservoir wellbore integrity hydraulic fracturing reservoir characterization shrinkage coefficient threshold wellbore design mineral...
Proceedings Papers
An Autoencoder-Based Deep Learning Model for Enhancing Noise Characterization and Microseismic Event Detection in Underground Longwall Coal Mines Using Distributed Acoustic Sensing Monitoring
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0207
...) for the density scores of the latent space (representation of compressed data). We then use this calculated parameter as a threshold to distinguish between the PSD associated with background noise and with potential seismic events. The DAS monitoring system in conjunction with the developed deep learning model...
Proceedings Papers
Measuring Brittle Damage Thresholds of Crystalline Rocks by Acoustic Emissions on Compressive and Tensile Laboratory Tests
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0445
..., and the second being a series of BTS tests on low grade metamorphic rocks. Sample details are provided in Section 2, along with testing equipment specifications. threshold geological subdiscipline tensile geology reservoir geomechanics strength acoustic emission rock type reservoir...
Proceedings Papers
Influence of Monitoring Time on Rockfall Magnitude-Frequency Uncertainty
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0527
...-frequency uncertainty phillips frequency rockfall cumulative frequency variability assessment colorado rock type reservoir characterization rockfall inventory walton predictor database photogrammetry influence monitoring time threshold ARMA 24 0527 Influence of Monitoring Time on Rockfall...
Proceedings Papers
A Comparison of Tensile Testing Techniques and Predictive Correlations Using Simulated Rock
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0503
... fracturing geological subdiscipline curved platen arrangement cushion mode mpa bureau rock mechanic reclamation journal hydrostone tensile testing technique threshold ARMA 24 0503 A Comparison of Tensile Testing Techniques and Predictive Correlations Using Simulated Rock Lindenbach, E.J...
Proceedings Papers
A 3D Subspring Network Breakable Voronoi Model for Rock: Laboratory-Scale Behavior
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0493
... reservoir characterization specimen subcontact splitting lac du bonnet granite threshold weibull modulus strength breakage poisson rock type geological subdiscipline tensile strength interface compression boundary rasmussen mechanism young particle ARMA 24 493 A 3D Subspring Network...
Proceedings Papers
A Unified Computational Framework for Modelling Rock Failure Evolution: From Progressive Degradation to Catastrophic Rupture and Avalanche
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0615
... threshold frictional excavation ARMA 24 615 A unified computational framework for modelling rock failure evolution: From progressive degradation to catastrophic rupture and avalanche Liang Wang Department of Earth Sciences, ETH Zürich, Zürich, Switzerland Qinghua Lei Department of Earth Sciences...
Proceedings Papers
Characterization and Monitoring of Damage Evolution in Brittle Rock During Primary, Secondary, and Tertiary Creep Phases
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0617
... sg-115-1 sg specimen threshold uia geophysical research sg-120-1 journal rock mechanic mining science ARMA 24 0617 Characterization and monitoring of damage evolution in brittle rock during primary, secondary, and tertiary creep phases Imani, M; Hedayat, A; Walton, G Colorado School...
Proceedings Papers
A Feasibility Study on the Pressure Monitoring Above the Injection Zone for CO 2 Geological Storage in the Uinta Basin, USA
Available to PurchaseOmar Bakelli, Ting Xiao, Brian McPherson, Carlos Vega-Ortiz, Nathan Moodie, Hichem A. K. Chellal, Ilyas Mellal
Publisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0650
... sustainability complex reservoir social responsibility threshold feasibility mcpherson leakage amplitude aiz-2 geological storage monitoring injection zone enhanced recovery geological subdiscipline injection pressure monitoring leak detection assessment sensor ARMA 24 650 A Feasibility Study...
Proceedings Papers
Axial Stiffness Evolution of Rock Observed During Uniaxial and Triaxial Compression Strength Tests
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0775
... characterization granite young axial strength poisson mpa confinement specimen threshold journal ARMA 24 0775 Axial stiffness evolution of rock observed during uniaxial and triaxial compression strength tests Gaines, S.1,2 and M.S. Diederichs2 1 Natural Resources Canada, CanmetMINING, Ottawa, Ontario...
Proceedings Papers
Mechanical Responses and Dynamic Seepage Evolution Laws of Rock Mass Containing Inclined Rough Fracture Under Three-Dimensional Stress
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0762
... between morphology and mechanical and seepage characteristics. The research results demonstrate that: (i) Confining pressure has a significantly strengthening effect on the peak stress and crack damage threshold, while pore pressure has the opposite effect; (ii) As the confining pressure increases...
Proceedings Papers
Update on Rock-Type Specific Hoek-Brown Constant “s”
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0767
... criterion strength threshold specific hoek-brown constant university laboratory granite ARMA 24 0767 Update on Rock-type Specific Hoek-Brown Constant s Khamitova, A. Nazarbayev University, Astana, Kazakhstan Suorineni, F.T. Nazarbayev University, Astana, Kazakhstan Madenova, Y. Los Alamos...
Proceedings Papers
Research on the Prediction Method of ROP Based on Improved BP Neural Network
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0749
... learning optimization information prediction method penetration reduction correlation geologist evolutionary algorithm rop iteration bp neural network neuron threshold wavelet drilling improved bp neural network ARMA 24 0749 Research on the Prediction Method of ROP Based on Improved BP...
Proceedings Papers
Can Lost Circulation Materials (LCM) Cure Losses Across Fault Damage Zone?
Available to PurchasePublisher: American Rock Mechanics Association
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0478
... zones appear to be significantly lower than the estimated lost circulation threshold (or fracture gradient, FG) for tensile failure of the intact formation; (2) most of these lost circulation events are dynamic in nature; (3) the more severe loss events happened when crossing fault damage zones...
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