A Machine Learning Classification Approach to Geotechnical Characterization Using Measure-While-Drilling Data
Bench-scale geotechnical characterization often suffers from high uncertainty, reducing confidence in geotechnical analysis on account of expensive resource development drilling and mapping. The Measure-While-Drilling (MWD) system uses sensors to collect the drilling data from open-pit blast hole dr...
| Main Authors: | Goldstein, D., Aldrich, Chris, Shao, Q., O’Connor, L. |
|---|---|
| Format: | Journal Article |
| Published: |
2025
|
| Online Access: | http://hdl.handle.net/20.500.11937/97503 |
Similar Items
A Field-Scale Framework for Assessing the Influence of Measure-While-Drilling Variables on Geotechnical Characterization Using a Boruta-SHAP Approach
by: Goldstein, D., et al.
Published: (2025)
by: Goldstein, D., et al.
Published: (2025)
Unlocking Subsurface Geology: A Case Study with Measure-While-Drilling Data and Machine Learning
by: Goldstein, D., et al.
Published: (2025)
by: Goldstein, D., et al.
Published: (2025)
Novel scintillators for logging while drilling
by: Carson, M., et al.
Published: (2016)
by: Carson, M., et al.
Published: (2016)
A comparison of coherency measurement using semblance and multiple signal classification, from a seismic-while-drilling perspective
by: Sun, B., et al.
Published: (2014)
by: Sun, B., et al.
Published: (2014)
Seismic while drilling experiment with diamond drilling at Brukunga, South Australia
by: Sun, Bai Chun, et al.
Published: (2013)
by: Sun, Bai Chun, et al.
Published: (2013)
Logging While Drilling Via Autonomous Sonde
by: Kepic, Anton, et al.
Published: (2014)
by: Kepic, Anton, et al.
Published: (2014)
Damage Diagnosis of Drill Bit while Drilling using Wavelet Transform Analysis
by: Jang, Hyong Doo
Published: (2020)
by: Jang, Hyong Doo
Published: (2020)
Feasibility analysis of drill bit tracking using seismic while drilling technique
by: Sun, Baichun, et al.
Published: (2012)
by: Sun, Baichun, et al.
Published: (2012)
Influence of borehole-eccentred tools on wireline and logging-while-drilling sonic logging measurements
by: Pardo, D., et al.
Published: (2013)
by: Pardo, D., et al.
Published: (2013)
Seismic while drilling imaging in hard rock environment
by: Sun, Baichun
Published: (2014)
by: Sun, Baichun
Published: (2014)
Gamma Ray Spectroscopy for Logging While Drilling in Mineral Exploration
by: Hooshyari Far, Ida
Published: (2018)
by: Hooshyari Far, Ida
Published: (2018)
Novel gamma ray spectral analysis for logging-while-drilling
by: Hooshyari Far, I., et al.
Published: (2016)
by: Hooshyari Far, I., et al.
Published: (2016)
Underwater noise from geotechnical drilling and standard penetration testing
by: Erbe, Christine, et al.
Published: (2017)
by: Erbe, Christine, et al.
Published: (2017)
Drill-rig noise suppression using the Karhunen-Loéve transform for seismic-while-drilling experiment at Brukunga, South Australia
by: Sun, Bai Chun, et al.
Published: (2015)
by: Sun, Bai Chun, et al.
Published: (2015)
Diamond Drill-bit Seismic-While-Drilling Velocity Analysis Using Semblance and MUSIC from Hillside, South Australia
by: Sun, Bai Chun, et al.
Published: (2014)
by: Sun, Bai Chun, et al.
Published: (2014)
Measurement and analysis of thrust force and torque in friction drilling of difficult-to-machine materials
by: Dehghan, Shayan, et al.
Published: (2019)
by: Dehghan, Shayan, et al.
Published: (2019)
Control of automatic drilling machine by PLC
by: Rahman , Md Mozasser, et al.
Published: (2011)
by: Rahman , Md Mozasser, et al.
Published: (2011)
Issues for the inversion of seismic reflection data for geotechnical properties
by: Zhou, B., et al.
Published: (2007)
by: Zhou, B., et al.
Published: (2007)
Assessment of geotechnical properties of British coal measures rocks for construction.
by: Nahazanan, Haslinda, et al.
by: Nahazanan, Haslinda, et al.
Performance of coated and uncoated carbide tools while dry machining aluminium alloy
by: Amin Abidin, Buran
Published: (2010)
by: Amin Abidin, Buran
Published: (2010)
The application of the geotechnical methods and satellite tracking data for landslide studies
by: Zainon, Othman, et al.
Published: (2006)
by: Zainon, Othman, et al.
Published: (2006)
Machine learning for data classification in construction project planning
by: Lau, Zheng Liang
Published: (2023)
by: Lau, Zheng Liang
Published: (2023)
The importance of data classification using machine learning methods in microarray data
by: Jaber, Aws Naser, et al.
Published: (2021)
by: Jaber, Aws Naser, et al.
Published: (2021)
Cycle Time Improvement Of Combined Punching And Drilling Machine
by: Rohizam, Rajeeha
Published: (2022)
by: Rohizam, Rajeeha
Published: (2022)
Do-While loops
by: Phatan, Agha Javed, et al.
Published: (2011)
by: Phatan, Agha Javed, et al.
Published: (2011)
The do-while loop
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
While law of the biopolitical
by: Perera, Suvendrini, et al.
Published: (2012)
by: Perera, Suvendrini, et al.
Published: (2012)
Fasting while diabetic
by: Murugappan, Revathi
Published: (2020)
by: Murugappan, Revathi
Published: (2020)
Characterization of tool wear in friction drilling
by: Ismail, Mohd Idris Shah, et al.
Published: (2018)
by: Ismail, Mohd Idris Shah, et al.
Published: (2018)
Performance of coated carbide cutting tool while machining aluminium alloy and mild steel
by: Ismail, Ab.llah
Published: (2010)
by: Ismail, Ab.llah
Published: (2010)
Classification of process dynamics with Monte Carlo singular spectrum analysis
by: Jemwa, G., et al.
Published: (2006)
by: Jemwa, G., et al.
Published: (2006)
Measuring the Mechanical Response of Sand-Rubber Composites as a Geotechnical Material
by: Amiralian, Saeid
Published: (2017)
by: Amiralian, Saeid
Published: (2017)
Real-time data coupling for hybrid testing in a geotechnical centrifuge
by: Idinyang, Solomon, et al.
Published: (2018)
by: Idinyang, Solomon, et al.
Published: (2018)
Design and development of noise reduction device for hand drilling machine
by: Wan Hafizee , Wan Zulkiflee
Published: (2012)
by: Wan Hafizee , Wan Zulkiflee
Published: (2012)
Experimental and numerical investigation on friction drilling of difficult-to-machine materials
by: Dehghan, Shayan
Published: (2019)
by: Dehghan, Shayan
Published: (2019)
Unsupervised process monitoring and fault diagnoses with machine learning methods
by: Aldrich, Chris, et al.
Published: (2013)
by: Aldrich, Chris, et al.
Published: (2013)
Influence of machining parameters on temperature when drilling carbon fiber reinforced polymer (CFRP) using coated diamond drills
by: Konneh, Mohamed, et al.
Published: (2015)
by: Konneh, Mohamed, et al.
Published: (2015)
The application of classification methods to the gross error detection problem
by: Gerber, E., et al.
Published: (2014)
by: Gerber, E., et al.
Published: (2014)
Improving Process Operations Using Support Vector Machines and Decision Trees
by: Jemwa, G., et al.
Published: (2005)
by: Jemwa, G., et al.
Published: (2005)
Analysis of electrochemical noise data by use of recurrence quantification analysis and machine learning methods
by: Hou, Y., et al.
Published: (2017)
by: Hou, Y., et al.
Published: (2017)
Similar Items
-
A Field-Scale Framework for Assessing the Influence of Measure-While-Drilling Variables on Geotechnical Characterization Using a Boruta-SHAP Approach
by: Goldstein, D., et al.
Published: (2025) -
Unlocking Subsurface Geology: A Case Study with Measure-While-Drilling Data and Machine Learning
by: Goldstein, D., et al.
Published: (2025) -
Novel scintillators for logging while drilling
by: Carson, M., et al.
Published: (2016) -
A comparison of coherency measurement using semblance and multiple signal classification, from a seismic-while-drilling perspective
by: Sun, B., et al.
Published: (2014) -
Seismic while drilling experiment with diamond drilling at Brukunga, South Australia
by: Sun, Bai Chun, et al.
Published: (2013)