Ray is currently Professor of Well Engineering & Production Technology in the School of Chemical Engineering and Energi Simulation Co-chair in the Centre for Natural Gas. There he is researching projects related to low permeability, unconventional reservoirs (i.e., tight gas, coal seam gas, shale gas reservoir). In addition, he is an instructor and course coordinator in several courses in the ME Petroleum Engineering program at the University of Queensland.
Outside of teaching and research, Prof Johnson is the Principal at Unconventional Reservoir Solutions, a provider of reservoir engineering, stimulation consulting, and training services to the petroleum and mining industry, focusing on unconventional resources such as gas or oil from coal, shale, or naturally fractured reservoirs.
From 2014 to 2020 Ray was an Adjunct Associate Professor at the ASP, University of Adelaide.
A lot of people state that they are researching or investigating hydraulic fracturing, which in most cases is limited to modelling some aspect of rock fracture mechanics or fracture propogation in some geological or rock mechanical framework. Whist this may progress the science of hydraulic fracture propagation, hydraulic fracturing design optimisation in a petroleum well stimulation context is not that concise, exact or simple!
Well stimulation in the petroleum industry context is much larger and represents an overall process to create an economic outcome from a low-permeability reservoir by implementing the proper selection of fluids, stage/job placement, proppant selection, onsite job execution, post-frac clean-up and long term production management along with the hydraulic fracturing modelling, a small portion of the process. It is an overall design, execute, and then evaluate process that cannot be optimised by a discrete element model.
My research benefits societies' need to identify and develop unconventional resources as a part of it's overall energy mix by effectively implementing economical hydraulic fracturing solutions in unconventional reservoirs. Advances of my research integrating geomechanics, hydraulic fracturing, reservoir engineering, and production technology will aid us in maintaining low cost energy thereby benefitting overall economic growth in Australia by economically unlocking more of Australia's unconventional gas resources (i.e., tight gas sandstone, shale gas, and coal seam gas reservoirs).
Johnson, Raymond L. (2024). The implementation of subterranean barriers with mine pre-drainage to reduce coal mine methane emissions from open-cut and underground metallurgical-coal mines. International Journal of Coal Geology, 283 104402, 104402. doi: 10.1016/j.coal.2023.104402
Journal Article: Hydrodynamic clogging of micro-particles in planar channels under electrostatic forces
Di Vaira, Nathan J., Łaniewski-Wołłk, Łukasz, Johnson, Raymond L., Aminossadati, Saiied M. and Leonardi, Christopher R. (2023). Hydrodynamic clogging of micro-particles in planar channels under electrostatic forces. Journal of Fluid Mechanics, 960 A34. doi: 10.1017/jfm.2023.214
Conference Publication: Probabilistic quantification of size segregation and screen-out of microparticles subject to electrostatic forces
Leonardi, Christopher R., Di Vaira, Nathan J., Laniewski-Wollk, Lukasz, Aminossadati, Saiied M. and Johnson, Raymond L. (2023). Probabilistic quantification of size segregation and screen-out of microparticles subject to electrostatic forces. SPE Hydraulic Fracturing Technology Conference and Exhibition 2023, HFTC 2023, The Woodlands, TX, United States, 31 January– 2 February 2023. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/212379-ms
(2022–2023) Queensland Department of Resources
Senex Drilling - Machine Learning Project
(2021–2023) Senex Energy Limited
Evaluating the bulk geomechanical properties of coals under changing net effective stress conditions
(2020–2022) Arrow Energy Pty Ltd
Using Machine Learning to Improve Well Integrity, Drilling Efficiencies and Safety Compliance in Queensland CSG Drilling Data
Doctor Philosophy
Optimisation of Carbon Capture, Utilisation and Storage in an ultra-shallow heavy oil reservoir
Doctor Philosophy
Coal seam gas reservoir characterisation with machine learning
Doctor Philosophy
Rock properties from drilling data using machine learning algorithms
Advanced modelling for completions and stimulation for low permeability coals
Johnson, Raymond L. (2024). The implementation of subterranean barriers with mine pre-drainage to reduce coal mine methane emissions from open-cut and underground metallurgical-coal mines. International Journal of Coal Geology, 283 104402, 104402. doi: 10.1016/j.coal.2023.104402
Hydrodynamic clogging of micro-particles in planar channels under electrostatic forces
Di Vaira, Nathan J., Łaniewski-Wołłk, Łukasz, Johnson, Raymond L., Aminossadati, Saiied M. and Leonardi, Christopher R. (2023). Hydrodynamic clogging of micro-particles in planar channels under electrostatic forces. Journal of Fluid Mechanics, 960 A34. doi: 10.1017/jfm.2023.214
Machine learning for drilling applications: a review
Zhong, Ruizhi, Salehi, Cyrus and Johnson, Ray (2022). Machine learning for drilling applications: a review. Journal of Natural Gas Science and Engineering, 108 104807, 1-17. doi: 10.1016/j.jngse.2022.104807
Zhong, Ruizhi, Mitchell, Travis, Johnson Jr., Raymond and Leonardi, Christopher (2022). Efficient implicit methods for wellbore shear failure analysis during drilling and production in coalbeds. International Journal of Rock Mechanics and Mining Sciences, 155 105129, 105129. doi: 10.1016/j.ijrmms.2022.105129
Santiago, Vanessa, Ribeiro, Ayrton, Johnson, Raymond, Hurter, Suzanne and You, Zhenjiang (2022). Modeling and economic analyses of graded particle injections in conjunction with hydraulic fracturing of coal seam gas reservoirs. SPE Journal, 27 (3), 1633-1647. doi: 10.2118/208404-PA
Ramanandraibe, Honja Miharisoa, Sedaghat, Mohammad, Johnson, Raymond and Santiago, Vanessa (2022). Co-application of micro-proppant with horizontal well, multi-stage hydraulic fracturing treatments to improve productivity in the Permian coal measures, Bowen Basin, Australia. The APPEA Journal, 62 (1), 77-91. doi: 10.1071/aj21048
Influence of particle polydispersity on bulk migration and size segregation in channel flows
Di Vaira, Nathan J., Łaniewski-Wołłk, Łukasz, Johnson, Raymond L., Aminossadati, Saiied M. and Leonardi, Christopher R. (2022). Influence of particle polydispersity on bulk migration and size segregation in channel flows. Journal of Fluid Mechanics, 939 A30. doi: 10.1017/jfm.2022.166
Wang, Duo, You, Zhenjiang, Johnson, Raymond L., Wu, Lei, Bedrikovetsky, Pavel, Aminossadati, Saiied M. and Leonardi, Christopher R. (2021). Numerical investigation of the effects of proppant embedment on fracture permeability and well production in Queensland coal seam gas reservoirs. International Journal of Coal Geology, 242 103689, 103689. doi: 10.1016/j.coal.2021.103689
Johnson, Raymond L., Cheong, Sharon and Farley, Andrew (2021). Characterising the application of horizontal wells and indirect hydraulic fracturing for improved coal seam gas drainage. The APPEA Journal, 61 (1), 89-105. doi: 10.1071/aj20122
Ramanandraibe, Honja Miharisoa, Soares Ribeiro, Ayrton, Johnson, Raymond and You, Zhenjiang (2021). Improved modelling of pressure-dependent permeability behaviour in coal based on a new workflow of petrophysics, hydraulic fracturing and reservoir simulation. The APPEA Journal, 61 (1), 106-117. doi: 10.1071/aj20157
Zhong, Ruizhi, Johnson Jr, Raymond and Chen, Zhongwei (2020). Generating pseudo density log from drilling and logging-while-drilling data using extreme gradient boosting (XGBoost). International Journal of Coal Geology, 220 103416, 1-13. doi: 10.1016/j.coal.2020.103416
Zhong, Ruizhi, Johnson, Raymond L. and Chen, Zhongwei (2020). Using machine learning methods to identify coal pay zones from drilling and Logging-While-Drilling (LWD) data. SPE Journal, 25 (03), 1241-1258. doi: 10.2118/198288-pa
Aghighi, Mohammad Ali, Johnson, Raymond Jr. and Leonardi, Chris (2019). Challenges in modelling of hydraulic fracturing in low-permeability coal seams with complex cleat networks and stress regimes. APPEA Journal, 59 (1), 166-178. doi: 10.1071/aj18140
Influence of elastoplastic embedment on CSG production enhancement using graded particle injection
You, Zhenjiang, Wang, Duo, Leonardi, Christopher, Johnson Jr, Raymond and Bedrikovetsky, Pavel (2019). Influence of elastoplastic embedment on CSG production enhancement using graded particle injection. The APPEA Journal, 59 (1), 310-318. doi: 10.1071/aj18086
Johnson Jr, Raymond, Zhong, Ruizhi and Nguyen, Lan (2019). Results of hydraulic fracturing design improvements and changes in execution strategies for unconventional tight gas targets in the Cooper Basin, Australia. APPEA Journal, 59 (1), 244-259. doi: 10.1071/aj18185
Coal identification using neural networks with real-time coalbed methane drilling data
Zhong, Ruizhi, Johnson Jr, Raymond, Chen, Zhongwei and Chand, Nathaniel (2019). Coal identification using neural networks with real-time coalbed methane drilling data. The APPEA Journal, 59 (1), 319-327. doi: 10.1071/aj18091
Johnson, Raymond L. (2018). A new experimental extractive technology trial for Cooper Basin unconventional resources: alignment flow technology. Preview, 2018 (195), 44-45. doi: 10.1071/pvv2018n195p44
Fei, Yang, Johnson, Raymond L., Gonzalez, Mary, Haghighi, Manouchehr and Pokalai, Kunakorn (2018). Experimental and numerical investigation into nano-stabilized foams in low permeability reservoir hydraulic fracturing applications. Fuel, 213, 133-143. doi: 10.1016/j.fuel.2017.10.095
Fei, Yang, Pokalai, Kunakorn, Johnson, Ray, Gonzalez, Mary and Haghighi, Manouchehr (2017). Experimental and simulation study of foam stability and the effects on hydraulic fracture proppant placement. Journal of Natural Gas Science and Engineering, 46, 544-554. doi: 10.1016/j.jngse.2017.08.020
Goldman, Matthew and Johnson, Raymond L. (2017). Methodology for assessing original gas in place and estimated ultimate recovery from a tight marine formation using hydraulic fracture stimulation modelling. APPEA Journal, 57 (1), 136-149. doi: 10.1071/aj16176
Keshavarz, Alireza, Badalyan, Alexander, Johnson, Raymond, Jr. and Bedrikovetsky, Pavel (2016). Productivity enhancement by stimulation of natural fractures around a hydraulic fracture using micro-sized proppant placement. Journal of Natural Gas Science and Engineering, 33, 1010-1024. doi: 10.1016/j.jngse.2016.03.065
Pokalai, Kunakorn, Kulikowski, David, Johnson, Raymond L., Haghighi, Manouchehr and Cooke, Dennis (2016). Development of a new approach for hydraulic fracturing in tight sand with pre-existing natural fractures. The APPEA Journal, 56 (1), 225-238. doi: 10.1071/aj15017
Keshavarz, Alireza, Badalyan, Alexander, Carageorgos, Themis, Bedrikovetsky, Pavel and Johnson, Raymond, Jr. (2015). Stimulation of coal seam permeability by micro-sized graded proppant placement using selective fluid properties. Fuel, 144, 228-236. doi: 10.1016/j.fuel.2014.12.054
Croon, Marcel, Bluett, Joshua, Titus, Luke and Johnson Jr, Raymond (2015). Formation evaluation case study: Glyde unconventional Middle Proterozoic play in the McArthur Basin, northern Australia. The APPEA Journal, 55 (2), 429-429. doi: 10.1071/AJ14064
Keshavarz, Alireza, Badalyan, Alexander, Johnson, Raymond and Bedrikovetski, Pavel (2015). Improving the efficiency of hydraulic fracturing treatment in CBM reservoirs by stimulating the surrounding natural fracture system. The APPEA Journal, 55 (1), 351-360. doi: 10.1071/aj14028
Keshavarz, Alireza, Badalyan, Alexander and Johnson, Raymond (2015). Improving the efficiency of hydraulic fracturing treatment in CBM reservoirs by stimulating the surrounding natural fracture system. The APPEA Journal
Laboratory-based mathematical modelling of graded proppant injection in CBM reservoirs
Keshavarz, Alireza, Yang, Yulong, Badalyan, Alexander, Johnson, Ray and Bedrikovetsky, Pavel (2014). Laboratory-based mathematical modelling of graded proppant injection in CBM reservoirs. International Journal of Coal Geology, 136, 1-16. doi: 10.1016/j.coal.2014.10.005
Johnson Jr., Raymond L., Scott, Michael P., Jeffrey, R. G., Chen, Zuorong, Bennett, Les, Vandenborn, Craig and Tcherkashnev, Sergei (2011). Evaluating hydraulic-fracture effectiveness in a coal-seam-gas reservoir from surface tiltmeter and microseismic monitoring. Journal of Petroleum Technology, 63 (3), 59-62. doi: 10.2118/0311-0059-jpt
Technical challenges in the development of unconventional gas resources in Australia
Johnson, R.L., Hopkins, C.W. and Zuber, M.D. (2000). Technical challenges in the development of unconventional gas resources in Australia. The APPEA Journal, 40 (1), 450-468. doi: 10.1071/aj99026
Leonardi, Christopher R., Di Vaira, Nathan J., Laniewski-Wollk, Lukasz, Aminossadati, Saiied M. and Johnson, Raymond L. (2023). Probabilistic quantification of size segregation and screen-out of microparticles subject to electrostatic forces. SPE Hydraulic Fracturing Technology Conference and Exhibition 2023, HFTC 2023, The Woodlands, TX, United States, 31 January– 2 February 2023. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/212379-ms
Ramanandraibe, H. M., Johnson, R. L., Sedaghat, M. and Leonardi, C. R. (2023). Co-Application of Indirect Hydraulic Fracturing and Micro-Proppants with Existing Surface-to-Inseam Wells to Improve Pre-Drainage of Low Permeability Coals in Mining Areas. Society of Petroleum Engineers. doi: 10.2118/216613-MS
Johnson, Raymond L. and Sedaghat, M. (2023). The Implementation of Subterranean Barriers to Reduce Shallow Gas Migration and Coal Mine Methane Emissions from Open-Cut Metallurgical-Coal Mines. Society of Petroleum Engineers. doi: 10.2118/217310-MS
Estimation of rock permeability scores using machine learning methods
Qalandari, Roohullah, Zhong, Ruizhi, Salehi, Cyrus, Chand, Nathaniel, Johnson, Raymond Leslie, Vazquez, Gonzalo, Mclean-Hodgson, Jack and Zimmerman, Joel (2022). Estimation of rock permeability scores using machine learning methods. SPE Asia Pacific Oil & Gas Conference and Exhibition, Adelaide, SA Australia, 17-19 October 2022. Dallas, TX USA: Society of Petroleum Engineers. doi: 10.2118/210711-ms
Johnson, Raymond Leslie, Ramanandraibe, Honja Miharisoa, Di Vaira, Nathan, Leonardi, Chris, You, Zhenjiang, Santiago, Vanessa, Ribeiro, Ayrton, Badalyan, Alexander, Bedrikovetsky, Pavel, Zeinijahromi, Abbas, Carageorgos, Themis, Sanchez-Barr, Angel, Chalaturnyk, Rick and Deisman, Nathan (2022). Implications of recent research into the application of graded particles or micro-proppants for coal seam gas and shale hydraulic fracturing. SPE Asia Pacific Oil & Gas Conference and Exhibition, Adelaide, SA, Australia, 17-19 October 2022. Society of Petroleum Engineers. doi: 10.2118/210628-ms
Case Study and Sensitivity Analysis of Borehole Breakout in the Cooper Basin, Australia
Zhong, Ruizhi, Azman, Aideel, Johnson, Ray, You, Zhenjiang and Nguyen, Lan (2021). Case Study and Sensitivity Analysis of Borehole Breakout in the Cooper Basin, Australia. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Online, 16-18 November 2021. Tulsa, OK United States: Unconventional Resources Technology Conference. doi: 10.15530/ap-urtec-2021-208373
Santiago, Vanessa, Ribeiro, Ayrton, Johnson, Raymond, Hurter, Suzanne and You, Zhenjiang (2021). Modelling and Economic Analyses of Graded Particle Injections in Conjunction with Hydraulically Fracturing of Coal Seam Gas Reservoirs. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Online, 16–18 November 2021. Tulsa, OK United States: Unconventional Resources Technology Conference. doi: 10.15530/AP-URTEC-2021-208404
A novel methodology for predicting micro-proppant screenout in hydraulic fracturing treatments
Di Vaira, Nathan J., Łaniewski-Wołłk, Łukasz, Johnson Jr., Raymond L., Aminossadati, Saiied M. and Leonardi, Christopher R. (2021). A novel methodology for predicting micro-proppant screenout in hydraulic fracturing treatments. Asia Pacific Unconventional Resources Technology Conference, Virtual, 16–18 November 2021. Tulsa, OK, United States: Society of Exploration Geophysicists. doi: 10.15530/ap-urtec-2021-208342
Leonardi, C. R., Zhong, R., Mitchell, T. R., Chen, Z., Johnson, R. L., O'Hagan, D. and Flottmann, T. (2021). Analytical and numerical assessment of the influence of bulk coal strength on drilling operations in unconventional coal seam gas wells. 55th US Rock Mechanics/Geomechanics Symposium, Houston, TX USA, 20-23 June 2021. Alexandria, VA USA: American Rock Mechanics Association.
Johnson, Raymond Leslie, Ramanandraibe, Honja Miharisoa, Ribeiro, Ayrton, Ramsay, Matthew, Tipene, Kaa and Corbett, William (2021). Applications of indirect hydraulic fracturing to improve coal seam gas drainage for the Surat and Bowen Basins, Australia. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Virtual, 16-18 November 2021. Tulsa, OK, USA: Unconventional Resources Technology Conference (URTEC). doi: 10.15530/AP-URTEC-2021-208375
Mitchell, Travis R., Zhong, Ruizhi, Johnson, Ray and Leonardi, Christopher R. (2021). Numerical evaluation of bulk geomechanical properties of fractured coal with changing net effective stress conditions. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Virtual, 16-18 November 2021. Tulsa, OK, United States: Unconventional Resources Technology Conference. doi: 10.15530/ap-urtec-2021-208346
Using machine learning for geosteering during in-seam drilling
Zhong, Ruizhi, Johnson Jr, Ray L. and Chen, Zhongwei (2021). Using machine learning for geosteering during in-seam drilling. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Virtual, 16–18 November, 2021. Tulsa, OK, United States: Unconventional Resources Technology Conference. doi: 10.15530/ap-urtec-2021-208298
Wellbore stability analysis of horizontal drilling in Bowen and Surat coal seam gas wells
Zhong, Ruizhi, Leonardi, Christopher R., Mitchell, Travis R. and Johnson, Ray L. (2021). Wellbore stability analysis of horizontal drilling in Bowen and Surat coal seam gas wells. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Virtual, 16-18 November 2021. Tulsa, OK, United States: Unconventional Resources Technology Conference. doi: 10.15530/ap-urtec-2021-208399
Hydrodynamic and electrostatic jamming of microparticles in narrow channels
Di Vaira, Nathan J., Łaniewski-Wołłk, Łukasz, Johnson, Raymond L., Aminossadati, Saiied M. and Leonardi, Christopher R. (2020). Hydrodynamic and electrostatic jamming of microparticles in narrow channels. 22nd Australasian Fluid Mechanics Conference AFMC2020, Brisbane, QLD Australia, 7-10 December 2020. Brisbane, QLD Australia: The University of Queensland. doi: 10.14264/8d34dcf
Modelling micro-proppant transport in stress-sensitive naturally-fractured reservoirs
Di Vaira, Nathan, Leonardi, Christopher and Johnson, Raymond, Jr (2020). Modelling micro-proppant transport in stress-sensitive naturally-fractured reservoirs. SPE Europec (Society of Petroleum Engineers Europe Energy Conference), Virtual/Online, 1-3 December 2020. Richardson, Texas, United States: Society of Petroleum Engineers. doi: 10.2118/200600-MS
Estimating Coal Permeability Using Machine Learning Methods
Salehi, Cyrus, Zhong, Ruizhi, Ganpule, Sameer, Dewar, Steven, Johnson, Raymond and Chen, Zhongwei (2020). Estimating Coal Permeability Using Machine Learning Methods. SPE Asia Pacific Oil & Gas Conference and Exhibition, Online, 17-19 November 2020. Richardson, TX United States: Society of Petroleum Engineers. doi: 10.2118/202271-ms
Honari, Vahab, Wang, Xiangzeng, Underschultz, Jim, Garnett, Andrew, Wang, Xingjin, Johnson, Raymond, Ribeiro, Ayrton, Sedaghat, Mohammad, Gao, Ruimin, Liang, Quansheng and Hurter, Suzanne (2020). Evaluation of CO injectivity for CO-EOR using a two-stage well test approach: case study of a Chinese tight oil reservoir. SPE Asia Pacific Oil & Gas Conference and Exhibition, Virtual, 17-19 November. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/202374-ms
Johnson, Raymond L., You, Zhenjiang, Ribeiro, Ayrton, Mukherjee, Saswata, Salomao de Santiago, Vanessa and Leonardi, Christopher (2020). Integrating Reservoir Characterisation, Diagnostic Fracture Injection Testing, Hydraulic Fracturing and Post-Frac Well Production Data to Define Pressure Dependent Permeability Behavior in Coal. SPE Asia Pacific Oil & Gas Conference and Exhibition, Online, 17-19 November 2020. Richardson, TX United States: Society of Petroleum Engineers. doi: 10.2118/202281-ms
Modelling Micro-Proppant Transport in Stress-Sensitive Naturally-Fractured Reservoirs
Di Vaira, Nathan, Leonardi, Christopher and Johnson Jr., Raymond (2020). Modelling Micro-Proppant Transport in Stress-Sensitive Naturally-Fractured Reservoirs. 82nd EAGE Conference and Exhibition, Amsterdam, Netherlands, 8-11 December. Richardson, TX United States: Society of Petroleum Engineers. doi: 10.2118/200600-ms
Thomas, Tim and Johnson Jr., Raymond L. (2019). An assessment of the current regulatory frameworks for onshore, upstream, unconventional well integrity and strategies for improvement. SPE Annual Technical Conference and Exhibition, Calgary, Alberta, Canada, 30 September - 2 October 2019. Society of Petroleum Engineers. doi: 10.2118/195967-ms
You, Zhenjiang, Wang, Duo, Di Vaira, Nathan, Johnson, Raymond, Bedrikovetsky, Pavel and Leonardi, Christopher (2019). Development of predictive models in support of micro-particle injection in naturally fractured reservoirs. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Brisbane, QLD, Australia, 18 – 19 November 2019. Brisbane, QLD, Australia: Unconventional Resources Technology Conference (URTEC). doi: 10.15530/AP-URTEC-2019-198276
Evaluating performance of graded proppant injection into CSG reservoir: a reservoir simulation study
Ribeiro, Ayrton, Santiago, Vanessa, You, Zhenjiang, Johnson Jr., Raymond and Hurter, Suzanne (2019). Evaluating performance of graded proppant injection into CSG reservoir: a reservoir simulation study. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Brisbane, QLD, Australia, 18 - 19 November 2019. Tulsa, OK, United States: Unconventional Resources Technology Conference. doi: 10.15530/ap-urtec-2019-198324
Quantifying the influence of three dimensionality on hydraulic fracturing in coal seam gas wells
Leonardi, Christopher R., Flottmann, Thomas, Pandey, Vibhas J. and Johnson, Raymond J. (2019). Quantifying the influence of three dimensionality on hydraulic fracturing in coal seam gas wells. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Brisbane, QLD Australia, 18 – 19 November 2019. Brisbane, QLD Australia: Unconventional Resources Technology Conference (URTEC). doi: 10.15530/AP-URTEC-2019-198203
Using machine learning methods to identify coals from drilling and logging-while-drilling LWD data
Zhong, Ruizhi, Johnson Jr., Raymond L. and Chen, Zhongwei (2019). Using machine learning methods to identify coals from drilling and logging-while-drilling LWD data. SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference, Brisbane, QLD, Australia, 18-19 November 2019. Tulsa, OK, United States: Unconventional Resources Technology Conference. doi: 10.15530/ap-urtec-2019-198288
Johnson, Raymond L. (2018). What we know, what we don’t know, and things we do not know we don’t know about hydraulic fracturing in high stress environments. 1st Australasian Exploration Geoscience Conference – Exploration Innovation Integration, Sydney, NSW Australia, 18-21 February 2018. Clayton South, VIC Australia: CSIRO. doi: 10.1071/aseg2018abt5_3c
Altaf, Iftikhar, Towler, Brian, Underschultz, James, Hurter, Suzanne and Johnson, Raymond (2018). A review of current knowledge with geomechanical fault reactivation modelling: The importance of CO2 mechano-chemical effects for CO2 sequestration. SPE Asia Pacific Oil and Gas Conference and Exhibition 2018, APOGCE 2018, Brisbane, QLD Australia, 23 - 25 October 2018. Richardson, TX United States: Society of Petroleum Engineers. doi: 10.2118/192024-MS
Fraser, Samuel A. and Johnson, Raymond L. (2018). Impact of laboratory testing variability in fracture conductivity for stimulation effectiveness in permian deep coal source rocks, Cooper basin, South Australia. SPE Asia Pacific Oil and Gas Conference and Exhibition 2018, APOGCE 2018, Brisbane, Australia, 23-25 October 2018. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/191883-ms
Johnson, Raymond L., Zhong, Ruizhi and Nguyen, Lan (2018). Well trajectory, completion and fracture design changes improve execution for deep unconventional tight gas targets in the cooper basin, Australia. SPE Hydraulic Fracturing Technology Conference and Exhibition 2019, HFTC 2019, The Woodlands, TX United States, 5 - 7 February 2019. Society of Petroleum Engineers. doi: 10.2118/194366-MS
Johnson, R.L., Jr. (2016). Improving diagnostic fracture injection testing for in situ stress profiling, reservoir characterisation and well optimisation in unconventional gas reservoirs. International Conference on Geomechanics, Geo-energy and Geo-resources, Melbourne, VIC Australia, 28-29 September 2016. Clayton, VIC Australia: 3 Media Group.
Keshavarz, Alireza, Johnson Jr., Ray, Carageorgos, Themis, Bedrikovetsky, Pavel and Badalyan, Alexander (2016). Improving the conductivity of natural fracture systems in conjunction with hydraulic fracturing in stress sensitive reservoirs. SPE Asia Pacific Oil and Gas Conference and Exhibition, Perth, Australia, 25-27 October 2016. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/182306-MS
Johnson, Raymond L., Nguyen, Lan and Russell, Terry (2016). Next steps to crack the code on tight Permian Toolachee and Patchawarra sandstones of the Cooper Basin, southwest Queensland. APPEA 2016, Brisbane Convention and Exhibition Centre, 5-8 June 2016. Clayton, VIC, Australia: CSIRO Publishing. doi: 10.1071/aj15039
Lehman, Lyle V., Andress, Randy, Mullen, Mike and Johnson, Ray (2015). Delaware Basin Bone Springs. A study of the evolving completion practices to create an economically successful play. SPE Asia Pacific Unconventional Resources Conference and Exhibition, Brisbane, Australia, 9-11 November 2015. Society of Petroleum Engineers. doi: 10.2118/176828-ms
Keshavarz, A., Badalyan, A., Carageorgos, T., Johnson, R. L. and Bedrikovetsky, P.G. (2015). Effect of suspension fluid chemistry on fracture system stimulation using micro-sized proppant placement. SPE Asia Pacific Unconventional Resources Conference and Exhibition, Brisbane, QLD, Australia, 9-11 November 2015. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/176953-MS
Johnson, Raymond L., Abul Khair, Hani Farouq , Jeffrey, Rob , Meyer, Jeremy , Stark, Carly and Tauchnitz, James (2015). Improving fracture initiation and potential impact on fracture coverage by implementing optimal well planning and drilling methods for typical stress conditions in the Cooper Basin, central Australia. APPEA Conference and Exhibition 2015, Melbourne, Australia, 17-20 May 2015.
Stimulation of unconventional reservoirs using graded proppant injection
Keshavarz, A., Badalyan, A., Johnson, R. and Bedrikovetsky, P. (2015). Stimulation of unconventional reservoirs using graded proppant injection. SPE Russian Petroleum Technology Conference, Moscow, Russia, 26-28 October 2015. Society of Petroleum Engineers. doi: 10.2118/176712-MS
Yakimov, M. N., Titus, L., Johnson, R. L. and Hassan, S. (2014). Combining drilling, geology, petrophysical and well testing data to evaluate an unconventional play in N. Australia. European Association of Geoscientists and Engineers, EAGE.
Keshavarz, A., Badalyan, A., Carageorgos, T., Bedrikovetsky, P. and Johnson, R. (2014). Enhancement of CBM well fracturing through stimulation of cleat permeability by ultra-fine particle injection. Australian Petroleum Production & Exploration Association (APPEA) 2014, Perth, WA, Australia, 6-9 April 2014.
Johnson, Raymond L. and Mazumder, Saikat (2014). Key factors differentiate the success rate of coalbed methane pilots outside of North America - some Australian experiences. International Petroleum Technology Conference, Kuala Lumpa, Malaysia, 10-12 December 2014. Society of Petroleum Engineers. doi: 10.2523/IPTC-18108-MS
Johnson, Raymond Leslie and Titus, Luke (2014). Observations and recommendations from a hydraulic fracturing case in the pre-Cambrian Lawn Hill Shale, Isa Superbasin, Australia. SPE Asia Pacific Oil and Gas Conference and Exhibition, Adelaide, SA, Australia, 14-16 October 2014. Society of Petroleum Engineers. doi: 10.2118/171448-MS
Keshavarz, Alireza, Badalyan, Alexander, Carageorgos, Themis, Johnson, Ray and Bedrikovetsky, Pavel (2014). Stimulation of unconventional naturally fractured reservoirs by graded proppant injection: experimental study and mathematical model. SPE/EAGE European Unconventional Resources Conference and Exhibition, Vienna, Austria, 25-27 February 2014. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/167757-MS
Exploring and appraising the oldest gas accumulations in Australia
Johnson, R., Titus, L., Warner, D. and Bluett, J. (2013). Exploring and appraising the oldest gas accumulations in Australia. The 53rd Australian Petroleum Production & Exploration Association (APPEA) Conference 2013, Brisbane, QLD, Australia, 26-29 May, 2013. Canberra, ACT, Australia: Australian Petroleum Production and Exploration Association.
Fracturing fluid testing for design purposes and regulatory oversight in a shale gas project
Crane, B., Magill, D., Squires, S. T. and Johnson Jr., R. L. (2013). Fracturing fluid testing for design purposes and regulatory oversight in a shale gas project. SPE Unconventional Resources Conference and Exhibition-Asia Pacific, Brisbane, QLD, Australia, 11-13 November 2013. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/167107-MS
An emerging shale gas play in the Northern Territory
Johnson, R. L., Dawney, R. and Warner, D. (2012). An emerging shale gas play in the Northern Territory. Australian Petroleum Production & Exploration Association (APPEA) 2012, Adelaide, Australia, 13-16 May 2012. Australian Petroleum Production & Exploration Association (APPEA).
Reservoir characterisation of Surat Basin coal seams using drill stem tests
Kabir, Akim, McCalmont, Steve, Street, Tom and Johnson Jr., Ray (2011). Reservoir characterisation of Surat Basin coal seams using drill stem tests. SPE Asia Pacific Oil and Gas Conference and Exhibition, Jakarta, Indonesia, 20-22 September 2011. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/147828-MS
Johnson, Raymond L., Scott, Michael P., Jeffrey, R. G., Chen, Zuorong, Bennett, Les, Vandenborn, Craig and Tcherkashnev, Sergei (2010). Evaluating hydraulic fracture effectiveness in a coal seam gas reservoir from surface tiltmeter and microseismic monitoring. SPE Annual Technical Conference and Exhibition, Florence, Italy, 20-22 September 2010. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/133063-MS
Johnson Jr., Raymond L., Scott, Michael P., Jeffrey, R. G., Chen, Zuorong, Bennett, Les, Vandenborn, Craig and Tcherkashnev, Sergei (2010). Evaluating hydraulic fracture effectiveness in a coal seam gas reservoir from surface tiltmeter and microseismic monitoring. SPE Asia Pacific Oil and Gas Conference and Exhibition 2010, APOGCE 2010, Brisbane, QLD, Australia, 18-20 October, 2010.
Evaluating hydraulic fracture geometry from sonic anisotropy and radioactive tracer logs
Scott, Michael P., Johnson, Raymond L., Datey, Ashish and Vandenborn, Craig (2010). Evaluating hydraulic fracture geometry from sonic anisotropy and radioactive tracer logs. SPE Asia Pacific Oil and Gas Conference and Exhibition, Brisbane, QLD, Australia, 18-20 October 2010. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/133059-MS
Evaluating hydraulic fracture geometry from sonic anisotropy and radioactive tracer logs
Scott, Michael P., Johnson Jr., Raymond L., Datey, Ashish, Vandenborn, Craig and Woodroof Jr., Robert A. (2010). Evaluating hydraulic fracture geometry from sonic anisotropy and radioactive tracer logs. SPE Asia Pacific Oil and Gas Conference and Exhibition 2010, Brisbane, QLD, Australia, 18-20 October 2010.
Johnson, Raymond, Glassborow, Brent, Meyer, Jeremy, Scott, Michael, Datey, Ashish and Pallikathekathil, Zachariah (2010). Utilising current technologies to understand permeability, stress azimuths and magnitudes and their impact on hydraulic fracturing success. APPEA 2010, Brisbane, Australia, 17-19 May 2010. Clayton, VIC, Australia: CSIRO Publishing. doi: 10.1071/aj09100
Johnson, Raymond L., Glassborow, Brent, Scott, Michael P., Pallikathekathil, Zachariah John, Datey, Ashish and Meyer, Jeremy (2010). Utilizing current technologies to understand permeability, stress azimuths and magnitudes and their impact on hydraulic fracturing success in a coal seam gas reservoir. SPE Asia Pacific Oil and Gas Conference and Exhibition, Brisbane, Australia, 18-20 October, 2010. Society of Petroleum Engineers. doi: 10.2118/133066-ms
Johnson Jr., R. L., Scott, S. and Herrington, M. (2006). Changes in completion strategy unlock massive jurassic coalbed methane resource base in the Surat Basin, Australia. SPE Annual Technical Conference and Exhibition, ATCE 2006: Focus on the Future, San Antonio, TX, United States, 24-27 September, 2006.
Johnson, R. L., Scott, S. and Herrington, M. (2006). Changes in completion strategy unlocks massive Jurassic coalbed methane resource base in the Surat Basin, Australia. SPE Asia Pacific Oil and Gas Conference and Exhibition, Adelaide, Australia, 11-13 September 2006. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/101109-MS
Johnson, Raymond L. and Greenstreet, Carl W. (2003). Managing uncertainty related to hydraulic fracturing modeling in complex stress environments with pressure-dependent leakoff. SPE Annual Technical Conference and Exhibition, Denver, CO, United States, 5-8 October 2003. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/84492-MS
Johnson, Raymond L., Aw, Keong P., Ball, David and Willis, Mike (2002). Completion, perforating and hydraulic fracturing design changes yield success in an area of problematic frac placement - the Cooper Basin, Australia. SPE Asia Pacific Oil and Gas Conference and Exhibition, Melbourne, Australia, 8-10 October 2002. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/77906-MS
Johnson, Raymond L., Flottman, Thomas and Campagna, David J. (2002). Improving results of coalbed methane development strategies by integrating geomechanics and hydraulic fracturing technologies. SPE Asia Pacific Oil and Gas Conference and Exhibition, Melbourne Australia, 8-10 October 2002. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/77824-MS
Johnson, Raymond L., Dunn, Kevin P., Hopkins, Chris W. and Conway, Michael W. (2002). The pressure-dependence ratio: a Bottomhole treating pressure diagnostic tool for hydraulic fracturing in tight, naturally fractured reservoirs. SPE Asia Pacific Oil and Gas Conference and Exhibition, Melbourne, Australia, 8-10 October 2002. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/77916-MS
Rodgerson, James L. and Johnson Jr., Raymond L. (1998). Bottomhole pressure and in-situ stress profiling techniques improve hydraulic fracturing in a secondary recovery unit. Southwestern Petroleum Short Course Assoc, Inc.
Johnson, Raymond L., Walters, Wallace W., Conway, Michael W., Burdett, Bruce S. and Stanley, Rod G. (1998). CO2 energized and remedial 100% CO2 treatments improve productivity in Wolfcamp Intervals, Val Verde Basin, West Texas. SPE Permian Basin Oil and Gas Recovery Conference, Midland, TX, United States, 23-26 March 1998. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/39778-MS
Johnson Jr., Raymond L., Walters, Wallace W., Conway, Michael W., Burdett, Bruce S. and Stanley, Rod G. (1998). CO2 energized and remedial 100% CO2 treatments improve productivity in Wolfcamp intervals, Val Verde Basin, west Texas. Soc Pet Eng (SPE).
Walters, Wallace W., Johnson Jr., Raymond L., Conway, Michael W. and Burdett, Bruce S. (1998). Case history of CO2 remedial treatments: Improved production in the Wolfcamp intervals, Val Verde Basin, West Texas. Southwestern Petroleum Short Course Assoc, Inc.
Johnson, Raymond L. and Rodgerson, James L. (1998). More effective hydraulic fracturing in secondary, in-fill developments, Permian Basin, using bottomhole pressure and in‐situ stress profiling techniques. SPE Permian Basin Oil and Gas Recovery Conference, Midland, TX, United States, 25-27 March 1998. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/39781-MS
Johnson, Raymond L., Dunn, Kevin P., Bastian, Peter A., Hopkins, Chris W. and Conway, Michael W. (1998). Qualifying hydraulic fracturing effectiveness in tight, naturally fractured reservoirs by combining three-dimensional fracturing and reservoir simulators. SPE Annual Technical Conference and Exhibition, New Orleans, LA, United States, 27-30 September 1998. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/49048-MS
Johnson, Raymond L. and Woodroof Jr., Robert A. (1996). The application of hydraulic fracturing models in conjunction with tracer surveys to characterize and optimize fracture treatments in the Brushy Canyon Formation, Southeastern New Mexico. SPE Annual Technical Conference and Exhibition, Denver, CO, United States, 6-9 October 1996. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/36470-MS
Johnson, Raymond L. (1996). The application of hydraulic fracturing models to characterize fracture treatments in the Brushy Canyon Formation, Delaware Group, Eddy County, New Mexico. Permian Basin Oil and Gas Recovery Conference, Midland, TX, United States, 27-29 March 1996. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/35195-MS
Johnson, Raymond L. (1995). Fracture treatment modifications and bottomhole treating pressure analysis in the pictured cliffs formation, Rio Arriba County, New Mexico. SPE Production Operations Symposium, Oklahoma City, OK, United States, 2-4 April 1995. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/29448-MS
Johnson, R. L. and Brown, T. D. (1993). Large-volume, high-rate stimulation treatments in horizontal wells in the Niobrara Formation, Silo Field, Laramie County, Wyoming. SPE Rocky Mountain Regional/Low Permeability Reservoirs Symposium, Denver, CO, United States, 12-14 April 1993. Richardson, TX, United States: Society of Petroleum Engineers. doi: 10.2118/25926-MS
Garnett, Andrew, Underschultz, Jim, Ashworth, Peta, Honari, Vahab and Johnson, Ray (2019). Scoping study for material carbon abatement via carbon capture and storage: China engagement: Special edition. The University of Queensland Surat Deep Aquifer Appraisal Project (UQ-SDAAP) Brisbane, Australia: The University of Queensland.
Modifying subterranean fluid flow patterns using barriers to improve pre-drainage in coal mining
Johnson Jr., Raymond L. (2014). Modifying subterranean fluid flow patterns using barriers to improve pre-drainage in coal mining. PhD Thesis, School of Mechanical and Mining Engineering, The University of Queensland. doi: 10.14264/uql.2017.10
Johnson Jr., Raymond L. (2000). A Methodology to Determine the Initial Field Development Strategy for a Naturally Fractured Shale Gas Resource. M.Sc Thesis, Department of Geosystems Engineering, The University of Texas at Austin.
(2022–2023) Queensland Department of Resources
Senex Drilling - Machine Learning Project
(2021–2023) Senex Energy Limited
Evaluating the bulk geomechanical properties of coals under changing net effective stress conditions
(2020–2022) Arrow Energy Pty Ltd
(2020–2022) Arrow Energy Pty Ltd
(2018–2022) Australian Energy Resource Growth Centre Ltd
Development of Rock Properties (RP) using existing field data and real-time drilling data
(2018–2021) Santos Limited
(2018–2019) Arrow Energy Pty Ltd
CSG reservoir stimulation using graded particle injection - Field design and application
(2018–2019) Australia Pacific LNG Pty Limited
Foundation CMG Industrial Chair in Onshore Gas Reservoir Modelling
(2017–2023) Energi Simulation
(2017–2019) Santos Limited
Using Machine Learning to Improve Well Integrity, Drilling Efficiencies and Safety Compliance in Queensland CSG Drilling Data
Doctor Philosophy — Principal Advisor
Optimisation of Carbon Capture, Utilisation and Storage in an ultra-shallow heavy oil reservoir
Doctor Philosophy — Principal Advisor
Other advisors:
Coal seam gas reservoir characterisation with machine learning
Doctor Philosophy — Principal Advisor
Other advisors:
Improving Gas Recovery in Low-Permeability Coals by Deployment of Multi-stage Indirect Hydraulic Fractures
Doctor Philosophy — Principal Advisor
Other advisors:
Regulating well integrity in Australian unconventional oil and gas operations: a comparison between Queensland, Wyoming and Alberta
Doctor Philosophy — Principal Advisor
Improving Wellbore Stability, Trajectory and Azimuth to Develop Horizontal and Multilateral Wells to Exploit Deep Coal layers in the Bowen Basin
Doctor Philosophy — Principal Advisor
Other advisors:
Forecast of natural gas well production using machine learning method: a study of Santos Cooper basin coal seam gas fields
Master Philosophy — Associate Advisor
Incorporating Machine Learning and Data Analysis to Predict Long Term Production from Coal Seam Gas Fields Based on Early Field Data
Doctor Philosophy — Associate Advisor
Rock mass preconditioning methodology for block caving based on Petroleum state of the art methods
Doctor Philosophy — Associate Advisor
Other advisors:
(2023) Doctor Philosophy — Associate Advisor
Other advisors:
Note for students: The possible research projects listed on this page may not be comprehensive or up to date. Always feel free to contact the staff for more information, and also with your own research ideas.
Rock properties from drilling data using machine learning algorithms
Advanced modelling for completions and stimulation for low permeability coals