Maria Gonzalez Perdomo

Research Interests

Artificial Intelligence Higher Education Petroleum and Reservoir Engineering

Mrs Maria Gonzalez Perdomo

Senior Lecturer

School of Chemical Engineering

College of Engineering and Information Technology

Eligible to supervise Masters and PhD - email supervisor to discuss availability.

Mary Gonzalez is a Petroleum Engineering Academic Staff member and the Associate Head of People and Culture for the School of Chemical Engineering.Mary is passionate about Learning and Teaching and Gender Equity, Diversity, and Inclusion. She is an Education Specialist and a member of the Adelaide Education Academy and the Adelaide College of Reviewers. She is also an Associate Fellow of the Higher Education Research and Development Society of Australasia (HERDSA)Mary joined the Australian School of Petroleum and Energy Resources in 2009, bringing with her several years of experience in the oil and gas industry. During her time in the industry, she worked as a Petroleum Engineer and consultant, delivering practical Petroleum Engineering consultancy services and solutions in subsurface and production engineering. Her career has exposed her to a diverse range of projects, clients, and environments, enhancing her expertise across the field.Mary possesses strong skills in leadership, mentoring, supervision, consulting, and aligning business objectives with engineering practices.She is an active member of the Society of Petroleum Engineers (SPE) and serves as a peer reviewer for several Elsevier Journals. Additionally, Mary has contributed her expertise as a technical program committee member for numerous conferences hosted by SPE International and the Australian Petroleum Production & Exploration Association (APPEA).Teaching:Introduction to Petroleum EngineeringReservoir EngineeringProduction Engineering & OptimisationWell Completion and StimulationCurrent Research:Machine learning-powered predictive analytics for reducing carbon emissions.Foam-based fluid characterization: an environmentally friendly technology to enhance gas production.Optimization of artificial lift for deliquefying gas wells through machine learning.Deep learning for the optimization of reservoir simulation.Waterless frac fluid alternatives for Australian unconventional reservoirs.Application of predictive analytics for evaluating the performance of energized foams.Underground Storage Simulation of Hydrogen and CO2Consulting and Contract Research:Mary provides Petroleum Engineering services and solutions in the areas of subsurface and production engineering, including:Well productivity modeling and optimization for underbalanced/overbalanced vertical, deviated, and horizontal wells.Evaluation, simulation, and optimization of gas/oil system networks.Well-test transient interpretation and well-testing design support.PVT analysis and reservoir fluids characterization.Decline curve analysis and reserves review and forecasting.Field Development Planning (FDP) for conventional and unconventional resources.Data Analytics and Machine LearningHydrogen and C02 Underground Storage

Academic Research:

Production Technology & Optimization, Reservoir Engineering, Hydraulic fracturing, CCUS and Hydrogen Storage, Machine Learning and Data Analytics applications to O&G.

Consulting and Contract Research:

Mary provides practical Petroleum Engineering Consultancy Services and Solutions in the areas of subsurface and production engineering for successful project implementation.

Mary's expertise is in:

• Well productivity modelling and optimisation for Underbalanced / Overbalanced vertical / deviated, and horizontal wells.
• Evaluation, simulation and optimization of distribution, gathering, and transferring gas/oil system networks. Integrated Production Modeling (IPM)
• Well-test transient interpretation and well-testing design support.
• PVT analysis and reservoir fluids characterization.
• Decline curve analysis, production forecast, and reserve estimation.
• Evaluation and optimization of conventional and unconventional resources, including hydraulic fracturing.
• Hydraulic Fracturing using Energised foams, underground Hydrogen and CO2 simulation, and Data Analytics,

 

 

Date Position Institution name
2017 - ongoing Senior Lecturer of Petroleum Engineering University of Adelaide
2009 - 2016 Lecturer of Petroleum Engineering University of Adelaide
2007 - 2009 Regional Functional Leader Advanced Well Technologies
2005 - 2007 Petroleum Engineer Advanced Well Technologies
2003 - 2005 Project Engineer IdealNet
2001 - 2003 Reservoir Engineer PDVSA Intevep
2000 - 2001 Surface and Facilities Engineer FUNDATEC- Intevep
1999 - 2000 Production & Optimization Engineer PDVSA E&P

Date Type Title Institution Name Country Amount
2024 Teaching Award Student Led-Teaching Excellence Award for Petroleum Engineering The University of Adelaide Australia -
2024 Fellowship Associate Fellow HERDSA Australia -
2023 Teaching Award Society of Petroleum Engineers (SPE) Regional Distinguished Achievement Award for Petroleum Engineering Faculty. South Asia & the Pacific Region Society of Petroleum Engineers (SPE) Australia -
2023 Distinction Teaching Review Program Adelaide College Reviewer University of Adelaide Australia -
2020 Nomination Society of Petroleum Engineers (SPE) International Distinguished Service Award The Society of Petroleum Engineers (SPE) International Australia -
2019 Award Society of Petroleum Engineers (SPE) Regional Service Award for South Asia & the Pacific Region Society of Petroleum Engineers (SPE) Australia -
2016 Distinction Adelaide Education Academy Education Specialist The University of Adelaide Australia -
2015 Fellowship ECMS Research Support Fellowship The University of Adelaide Australia -

Language Competency
Spanish - Latin American Can read, write, speak, understand spoken and peer review

Date Institution name Country Title
2014 University of Adelaide Australia Graduate Certificate
2004 Central University of Venezuela Venezuela Post Graduate Degree
2000 University of Zulia Venezuela Bachelor

Year Citation
2025 Tran, T., Nguyen, G. H., Gonzalez Perdomo, M. E., Haghighi, M., & Amrouch, K. (2025). Simulation Study of the Effects of Foam Rheology on Hydraulic Fracture Proppant Placement. Processes, 13(2), 378.
DOI
2023 Tran, T. H. M., Gonzalez Perdomo, M. E., Haghighi, M., & Amrouch, K. (2023). Effects of Cationic and Anionic Surfactants on the Stability, Rheology and Proppant Suspension of Nanoparticle-Stabilized Fracturing Foams at Elevated Temperature. Geoenergy Science and Engineering, 228, 10 pages.
DOI Scopus17 WoS11
2023 Tran, T., Gonzalez Perdomo, M. E., Haghighi, M., & Amrouch, K. (2023). Experimental study of the effects of salinity on nanoparticle-surfactant foams for fracture stimulation application. Journal of Natural Gas Science and Engineering, 115, 205007.
DOI Scopus5 WoS3
2023 Saghir, F., Perdomo, M. G., & Behrenbruch, P. (2023). Performance analysis of artificial lift systems deployed in natural gas wells: A time-series analytics approach. Geoenergy Science and Engineering, 230, 29 pages.
DOI Scopus4 WoS3
2022 Saghir, F., Gonzalez Perdomo, M. E., & Behrenbruch, P. (2022). Application of streaming analytics for Artificial Lift systems: a human-in-the-loop approach for analysing clustered time-series data from progressive cavity pumps. Neural Computing and Applications, 35(2), 1247-1277.
DOI Scopus2 WoS2
2022 Tran, T., Gonzalez Perdomo, M. E., Haghighi, M., & Amrouch, K. (2022). Study of the synergistic effects between different surfactant types and silica nanoparticles on the stability of liquid foams at elevated temperature. Fuel, 315, 11 pages.
DOI Scopus45 WoS40
2022 Gonzalez Perdomo, M. E., & Wan Madihi, S. (2022). Foam Based Fracturing Fluid Characterization for an Optimized Application in HPHT Reservoir Conditions. Fluids, 7(5), 1-30.
DOI Scopus11 WoS9
2021 Ghassemzadeh, S., Gonzalez Perdomo, M., Haghighi, M., & Abbasnejad, M. (2021). A data-driven reservoir simulation for natural gas reservoirs. Neural Computing and Applications, 33(18), 11777-11798.
DOI Scopus16 WoS13
2020 Ghassemzadeh, S., Gonzalez Perdomo, M., Haghighi, M., & Abbasnejad, E. (2020). Deep net simulator (DNS): a new insight into reservoir simulation. The APPEA Journal, 60(1), 124-132.
DOI
2020 Saghir, F., Gonzalez Perdomo, M. E., & Behrenbruch, P. (2020). Application of machine learning methods to assess progressive cavity pumps (PCPs) performance in coal seam gas (CSG) wells. APPEA Journal.
2020 Tran, T. H., Gonzalez Perdomo, M., Wilk, K., Kasza, P., & Amrouch, K. (2020). Performance evaluation of synthetic and natural polymers in nitrogen foam-based fracturing fluids in the Cooper Basin, South Australia. APPEA, 60(1), 227-241.
DOI
2018 Fei, Y., Gonzalez, M., & Haghighi, M. (2018). Free drainage of foam mixed with proppants in the presence of nanoparticles. The APPEA Journal, 58(2), 710-714.
DOI
2018 Fei, Y., Johnson Jr, R., Gonzalez, M., Haghighi, M., & Pokalai, K. (2018). Experimental and numerical investigation into nano-stabilized foams in low permeability reservoir hydraulic fracturing applications. Fuel, 213, 133-143.
DOI Scopus62 WoS51
2017 Fei, Y., Zhu, J., Xu, B., Li, X., Gonzalez, M., & Haghighi, M. (2017). Experimental investigation of nanotechnology on worm-like micelles for high-temperature foam stimulation. Journal of Industrial and Engineering Chemistry, 50, 190-198.
DOI Scopus44 WoS39
2017 Fei, Y., Pokalai, K., Johnson, R., Gonzalez, M., & Haghighi, M. (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 Scopus48 WoS42
2016 Fei, Y., Gonzalez, M., Nguyen, M., Lei, Z., Pokalai, K., Sarkar, S., & Haghighi, M. (2016). Simulation of hydraulic fracturing with propane-based fluid using a fracture propagation model coupled with multiphase flow simulation in the Cooper Basin, South Australia. The APPEA Journal, 56(1), 415-426.
DOI
2015 Pokalai, K., Fei, Y., Ahmad, M., Haghighi, M., & Gonzalez Perdomo, M. (2015). Design and optimisation of multi-stage hydraulic fracturing in a horizontal well in a shale gas reservoir in the Cooper Basin, South Australia. The APPEA Journal, 55(1), 1-14.
DOI

Year Citation
2023 Laalam, A., Tomomewo, O. S., Khalifa, H., Bouabdallah, N., Ouadi, H., Tran, T. H., & Perdomo, M. E. (2023). Comparative Analysis Between Empirical Correlations and Time Series Models for the Prediction and Forecasting of Unconventional Bakken Wells Production. In Society of Petroleum Engineers - Asia Pacific Unconventional Resources Symposium, APUR 2023. SPE.
DOI Scopus6
2020 Ghassemzadeh, S., Perdomo, M. G., Abbasnejad, E., & Haghighi, M. (2020). Modelling hydraulically fractured tight gas reservoirs with an artificial intelligence (AI)-based simulator, deep net simulator (DNS). In 1st EAGE Digitalization Conference and Exhibition (pp. 1-5). online: EAGE.
DOI Scopus2
2019 Ghassemzadeh, S., Gonzalez Perdomo, M., & Haghigh, M. (2019). Application of deep learning in reservoir simulation. In 4th EAGE Conference on Petroleum Geostatistics Vol. 2019 (pp. 1-5). Online: EAGE Publications.
DOI Scopus1
2019 Saghir, F. A. H. D., Gonzalez Perdomo, M. E., & Behrenbruch, P. E. T. E. R. (2019). Converting Time Series Data into Images: An Innovative Approach to Detect Abnormal Behavior of Progressive Cavity Pumps Deployed in Coal Seam Gas Wells. In Proceedings - SPE Annual Technical Conference and Exhibition Vol. 2019-September (pp. 1-14). online: Society of Petroleum Engineers (SPE).
DOI Scopus5
2019 Saghir, F., Gonzalez Perdomo, M. E., & Behrenbruch, P. (2019). Machine Learning for Progressive Cavity Pump Performance Analysis: A Coal Seam Gas Case Study. In Proceedings of the SPE/AAPG/SEG Asia Pacific Unconventional Resources Technology Conference (pp. 1-9). online: SPE.
DOI Scopus4
2019 Saghir, F., Gonzalez Perdomo, M. E., & Behrenbruch, P. (2019). Application of Exploratory Data Analytics EDA in Coal Seam Gas wells with Progressive Cavity Pumps PCPs. In Proceedings of the 2019 SPE/IATMI Asia Pacific Oil & Gas Conference and Exhibition (APOGCE) (pp. 1-10). Bali, Indonesia: Society of Petroleum Engineers.
DOI Scopus5
2017 Nguyen, T. T. T., Nguyen, L. A. T., & Perdomo, G. E. M. (2017). Methodology of compartmentalization analysis for modelling-mereenie field, Northern Territory. In Society of Petroleum Engineers SPE Iatmi Asia Pacific Oil and Gas Conference and Exhibition 2017 Vol. 2017-January. SPE.
DOI Scopus1
2016 Fei, Y., Gonzalez, M., Pokalai, K., & Haghighi, M. (2016). 3D simulation of hydraulic fracturing by foam based fluids using a fracture propagation model coupled with geomechanics in an unconventional reservoir the Cooper Basin, South Australia. In Proceedings of the International Conference on Geo-mechanics, Geo-energy and Geo-resources (IC3G 2016) (pp. 1-10). Melbourne, Australia: Springer.
2015 Hu, Y., Gonzalez Perdomo, M. E., Wu, K., Chen, Z., Zhang, K., Ji, D., & Zhong, H. (2015). A novel model of brittleness index for shale gas reservoirs : confining pressure effect. In Proceedings Asia Pacific Unconventional Resources Conference and Exhibitions (pp. SPE-176886-MS-1-SPE-176886-MS-12). Brisbane, Qld: Society of Petroleum Engineers.
DOI Scopus20
2015 Hu, Y., Gonzalez Perdomo, M. E., Wu, K., Chen, Z., Zhang, K., Ji, D., & Zhong, H. (2015). A novel model of brittleness index for shale gas reservoirs : confining pressure effect. In Proceedings Asia Pacific Unconventional Resources Conference and Exhibitions (pp. SPE-176886-MS-1-SPE-176886-MS-12). Brisbane, Qld: Society of Petroleum Engineers.
DOI Scopus20
2015 Hu, Y., Gonzalez Perdomo, M., Wu, K., Chen, Z., Zhang, K., Yi, K., . . . Yu, Y. (2015). New models of brittleness index for shale gas reservoirs : weights of brittle minerals and rock mechanics parameters. In Proceedings Asia Pacific Unconventional Resources Conference and Exhibition (pp. SPE-177010-MS-1-SPE-177010-MS-12). Brisbane, QLD: Society of Petroleum Engineers.
DOI Scopus17
2015 Zhang, K., Gonzalez Perdomo, M., Kong, B., Sebakhy, K. O., Wu, K., Jing, G., . . . Chen, Z. (2015). CO₂ near-miscible flooding for tight oil exploitation. In Proceedings Asia Pacific Unconventional Resources Conference and Exhibition (pp. SPE-176826-MS-1-SPE-176826-MS-13). Brisbane, QLD: Society of Petroleum Engineers.
DOI Scopus20
2015 Zhang, K., Gonzalez Perdomo, M., Kong, B., Sebakhy, K. O., Wu, K., Jing, G., . . . Chen, Z. (2015). CO₂ near-miscible flooding for tight oil exploitation. In Proceedings Asia Pacific Unconventional Resources Conference and Exhibition (pp. SPE-176826-MS-1-SPE-176826-MS-13). Brisbane, QLD: Society of Petroleum Engineers.
DOI Scopus20
2015 Kong, B., Chen, S., Zhang, K., & Gonzalez Perdomo, M. (2015). Proppant transport simulation in hydraulic fractures and fracture productivity optimization. In Proceedings Asia Pacific Unconventional Resources Conference and Exhibition (pp. SPE-176873-MS-1-SPE-176873-MS-11). Brisbane, Qld: Society of Petroleum Engineers.
DOI Scopus1

Year Citation
2017 Gonzalez Perdomo, M. (2017). Focusing Strategies to Engage your Students in the Flipped Classroom.. Poster session presented at the meeting of Festival of Learning and Teaching. Digital Futures / Digital Capabilities: Design. Create. Transform.. The University of Adelaide.
2014 Nguyen, T., Nguyen, T., Wang, J., & Gonzalez Perdomo, M. E. (2014). Compartmentalization and methods of determination. ACUR Conference. Poster session presented at the meeting of ACUR POSTER. Canberra.

Title: Geo Energy project: “Innovating Engineering and Geoscience Education through Virtual Reality
Start Date: 1 January 2025
Funding Scheme: Geo Energy project
Funding Category (Source of Funds): Cat 3 - Industry and Other Research Income - Australian Grant
Funder Name (Organisation): Industry 
Investigators: Gonzalez Perdomo M
Application Date: 1 July 2024
Award Date: 1 November 2024
Total Awarded Amount: AUD 10,000
Record created at source: 21 January 2025

Title: L&T Advancement Grant Scheme
Start Date: 1 March 2024
Funding Scheme: Adelaide Education Academy
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez Perdomo M
Application Date: 1 March 2024
Award Date: 1 March 2024
Total Awarded Amount: AUD 1,440
Record created at source: 21 January 2025

Title: Teaching Equipment Faculty Grant
Start Date: 30 June 2023
Funding Scheme: SET Faculty Teaching Equipment Scheme Funding
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez Perdomo M
Application Date: 30 June 2023
Award Date: 30 June 2023
Total Awarded Amount: AUD 30,750
Record created at source: 21 January 2025

Title: L&T Advancement Grant Scheme
Start Date: 2018
Funding Scheme: Adelaide Education Academy
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez Perdomo M
Application Date: 2018
Award Date: 2018
Total Awarded Amount: AUD 6,500
Record created at source: 20 May 2021

Title: Overseas Conference Leave Scheme (OCLS)
Start Date: 2017
Funding Scheme: ECMS OCL Scheme
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez Perdomo M
Application Date: 2017
Award Date: 2017
Total Awarded Amount: AUD 2,900
Record created at source: 20 May 2021

Title: L&T Advancement Grant Scheme
Start Date: 2017
Funding Scheme: Adelaide Education Academy
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez Perdomo M
Application Date: 2017
Award Date: 2017
Total Awarded Amount: AUD 10,000
Record created at source: 20 May 2021

Title: Professional Development Grant Scheme
Start Date: 2016
Funding Scheme: ECMS Professional Grant Scheme
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez Perdomo M
Application Date: 2016
Award Date: 2016
Total Awarded Amount: AUD 5,000
Record created at source: 20 May 2021

Title: L&T Advancement Grant Scheme
Start Date: 2016
Funding Scheme: Adelaide Education Academy
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez Perdomo M
Application Date: 2016
Award Date: 2016
Total Awarded Amount: AUD 10,000
Record created at source: 20 May 2021

Title: ECMS capital release funding
Start Date: 2016
Funding Scheme: ECMS Capital release round
Funding Category (Source of Funds): Cat 4 - Cooperative Research Income
Funder Name (Organisation): ECMS
Investigators: Gonzalez Perdomo M
Application Date: 2015
Award Date: 2016
Total Awarded Amount: AUD 47,000
Record created at source: 20 May 2021

Title: ECMS capital release funding
Start Date: 2016
Funding Scheme: ECMS capital release 2nd round
Funding Category (Source of Funds): Cat 4 - Cooperative Research Income
Funder Name (Organisation): ECMS
Investigators: Gonzalez Perdomo M
Application Date: 2015
Award Date: 2016
Total Awarded Amount: AUD 19,000
Record created at source: 20 May 2021

Title: ECMS Research Support Fellowship
Start Date: 1 January 2015
Funding Scheme: ECMS Research Support Fellowship
Funding Category (Source of Funds): Competitive - non-HERDC
Funder Name (Organisation): University of Adelaide
Investigators: Gonzalez  Perdomo M
Application Date: 1 January 2015
Award Date: 1 January 2015
Total Awarded Amount: AUD 8,000
Record created at source: 21 January 2025

Teaching Interests:

1.      Reservoir Engineering

2.      Production Engineering & Optimisation

3.      Well Testing & Pressure Transient Analysis

4.      Well Completions and Stimulation

5.      Oil & Gas Resources & Reserves

6.     Introduction to Petroleum Engineering

 

Date Role Research Topic Program Degree Type Student Load Student Name
2025 Co-Supervisor Development and Optimisation of Mineral Carbonation Technology for Industrial Waste and Mine Tailings Doctor of Philosophy Doctorate Full Time Mrs Marjan Joulaei
2025 Co-Supervisor Development and Optimisation of Mineral Carbonation Technology for Industrial Waste and Mine Tailings Doctor of Philosophy Doctorate Full Time Mrs Marjan Joulaei

Date Role Research Topic Program Degree Type Student Load Student Name
2019 - 2023 Principal Supervisor Fracture Stimulation by Nano-assisted Foam-based Fluids in High Temperature Reservoirs Doctor of Philosophy Doctorate Full Time Mr Tuan Huynh Minh Tran
2019 - 2024 Principal Supervisor Application of Time Series Analytics to Assess Performance of Artificial Lift Systems Deployed in Coal Seam Gas (CSG) Wells Doctor of Philosophy Doctorate Part Time Mr Fahd Mohammad Saghir
2017 - 2021 Principal Supervisor A Novel Approach to Reservoir Simulation Using Supervised Learning Doctor of Philosophy Doctorate Full Time Mr Shahdad Ghassemzadeh
2014 - 2017 Co-Supervisor Experimental and Numerical Investigation of Nanotechnology on Foam Stability for Hydraulic Fracturing Application Doctor of Philosophy Doctorate Full Time Mr Yang Fei

Date Role Committee Institution Country
2019 - 2022 Chair Society of Petroleum Engineer (SPE -SA) Membership Committee SPE South Australia Region Australia
2015 - 2019 Chair Society of Petroleum Engineer (SPE -SA) Community Education Committee SPE South Australia Region Australia
2014 - 2023 Representative SPE Faculty Officer for ASPER The University of Adelaide Australia

Date Role Membership Country
2010 - ongoing Member Petroleum Exploration Society of Australia (PESA) Australia
2007 - ongoing Member Engineers Australia Australia
1997 - ongoing Member Society of Petroleum Engineers Australia

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