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Blanche J, Mitchell D, Shang J, Flynn D, Pavuluri S, Desmulliez M. Dynamic analysis of geomaterials using microwave sensing. Sci Rep 2024; 14:7112. [PMID: 38532052 DOI: 10.1038/s41598-024-57653-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 03/20/2024] [Indexed: 03/28/2024] Open
Abstract
Precise characterization of geomaterials improves subsurface energy extraction and storage. Understanding geomaterial property, and the complexities between petrophysics and geomechanics, plays a key role in maintaining energy security and the transition to a net zero global carbon economy. Multiple sectors demand accurate and rapid characterization of geomaterial conditions, requiring the extraction of core plugs in the field for full-field characterization and analysis in the laboratory. We present a novel technique for the non-invasive characterization of geomaterials by using Frequency Modulated Continuous Wave (FMCW) radar in the K-band, representing a new application of microwave radar. We collect data through the delivery of FMCW wave interactions with geomaterials under static and dynamic conditions and show that FMCW can detect fluid presence, differentiate fluid type, indicate the presence of metallic inclusions and detect imminent failure in loaded sandstones by up to 15 s, allowing for greater control in loading up to a failure event. Such precursors have the potential to significantly enhance our understanding of, and ability to model, geomaterial dynamics. This low-cost sensing method is easily deployable, provides quicker and more accessible data than many state-of-the-art systems, and new insights into geomaterial behavior under dynamic conditions.
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Affiliation(s)
- Jamie Blanche
- James Watt School of Engineering, University of Glasgow, Glasgow, UK.
| | - Daniel Mitchell
- James Watt School of Engineering, University of Glasgow, Glasgow, UK
| | - Junlong Shang
- Department of Mechanical, Aerospace & Civil Engineering, University of Manchester, Manchester, UK
| | - David Flynn
- James Watt School of Engineering, University of Glasgow, Glasgow, UK
| | - Sumanth Pavuluri
- Smart Systems Group, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, UK
| | - Marc Desmulliez
- Smart Systems Group, School of Engineering and Physical Sciences, Heriot-Watt University, Edinburgh, UK
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Artificial Neural Network-Based Caprock Structural Reliability Analysis for CO2 Injection Site—An Example from Northern North Sea. ENERGIES 2022. [DOI: 10.3390/en15093365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
In CO2 sequestration projects, assessing caprock structural stability is crucial to assure the success and reliability of the CO2 injection. However, since caprock experimental data are sparse, we applied a Monte Carlo (MC) algorithm to generate stochastic data from the given mean and standard deviation values. The generated data sets were introduced to a neural network (NN), including four hidden layers for classification purposes. The model was then used to evaluate organic-rich Draupne caprock shale failure in the Alpha structure, northern North Sea. The train and test were carried out with 75% and 25% of the input data, respectively. Following that, validation is accomplished with unseen data, yielding promising classification scores. The results show that introducing larger input data sizes to the established NN provides better convergence conditions and higher classification scores. Although the NN can predicts the failure states with a classification score of 97%, the structural reliability was significantly low compare to the failure results estimated using other method. Moreover, this indicated that during evaluating the field-scale caprock failure, more experimental data is needed for a reliable result. However, this study depicts the advantage of machine learning algorithms in geological CO2 storage projects compared with similar finite elements methods in the aspect of short fitting time, high accuracy, and flexibility in processing different input data sizes with different scales.
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Influence of Depositional and Diagenetic Processes on Caprock Properties of CO2 Storage Sites in the Northern North Sea, Offshore Norway. GEOSCIENCES 2022. [DOI: 10.3390/geosciences12050181] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Characterization of caprock shale is critical in CO2 storage site evaluation because the caprock shale acts as a barrier for the injected buoyant CO2 plume. The properties of shales are complex and influenced by various processes; hence, it is challenging to evaluate the caprock quality. An integrated approach is therefore necessary for assessing seal integrity. In this study, we investigated the caprock properties of the Lower Jurassic Drake Formation shales from the proposed CO2 storage site Aurora (the Longship/Northern Lights CCS project), located in the Horda Platform area, offshore Norway. Wireline logs from 50 exploration wells, various 2D seismic lines, and two 3D seismic cubes were used to investigate the variations of the caprock properties. The Drake Formation was subdivided into upper and lower Drake units based on the lithological variations observed. Exhumation and thermal gradient influencing the caprock properties were also analyzed. Moreover, rock physics diagnostics were carried out, and caprock property maps were generated using the average log values to characterize the Drake Formation shales. In addiiton, pre-stack seismic-inverted properties and post-stack seismic attributes were assessed and compared to the wireline log-based analysis. The sediment source controlled at 61° N significantly influenced the depositional environment of the studied area, which later influenced the diagenetic processes and had various caprock properties. The upper and lower Drake units represent similar geomechanical properties in the Aurora area, irrespective of significant lithological variations. The Drake Formation caprock shale near the injection site shows less-ductile to less-brittle brittleness values. Based on the caprock thickness and shaliness in the Aurora injection site, Drake Formation shale might act as an effective top seal. However, the effect of injection-induced pressure changes on caprock integrity needs to be evaluated.
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Sahu C, Sircar A, Sangwai JS, Kumar R. Effect of Methylamine, Amylamine, and Decylamine on the Formation and Dissociation Kinetics of CO2 Hydrate Relevant for Carbon Dioxide Sequestration. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.1c04074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Chandan Sahu
- Gas Hydrate and Flow Assurance Laboratory, Petroleum Engineering Program, Department of Ocean Engineering, Indian Institute of Technology Madras, Chennai 600036, India
- Department of Chemical Engineering, Indian Institute of Technology Madras, Chennai 600036, India
- Centre of Excellence on Carbon Dioxide Capture, Utilization, and Storage (CCUS), Indian Institute of Technology Madras, Chennai 600036, India
- School of Petroleum Technology, Pandit Deendayal Petroleum University, Raisan, Gandhinagar 382007, Gujarat, India
| | - Anirbid Sircar
- School of Petroleum Technology, Pandit Deendayal Petroleum University, Raisan, Gandhinagar 382007, Gujarat, India
| | - Jitendra S. Sangwai
- Gas Hydrate and Flow Assurance Laboratory, Petroleum Engineering Program, Department of Ocean Engineering, Indian Institute of Technology Madras, Chennai 600036, India
- Department of Chemical Engineering, Indian Institute of Technology Madras, Chennai 600036, India
- Centre of Excellence on Carbon Dioxide Capture, Utilization, and Storage (CCUS), Indian Institute of Technology Madras, Chennai 600036, India
| | - Rajnish Kumar
- Department of Chemical Engineering, Indian Institute of Technology Madras, Chennai 600036, India
- Centre of Excellence on Carbon Dioxide Capture, Utilization, and Storage (CCUS), Indian Institute of Technology Madras, Chennai 600036, India
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Abstract
Long-term geological storage of CO2 in deep saline aquifers offers the possibility of sustaining access to fossil fuels while reducing emissions. However, prior to implementation, associated risks of CO2 leakage need to be carefully addressed to ensure safety of storage. CO2 storage takes place by several trapping mechanisms that are active on different time scales. The injected CO2 may be trapped under an impermeable rock due to structural trapping. Over time, the contribution of capillary, solubility, and mineral trapping mechanisms come into play. Leaky faults and fractures provide pathways for CO2 to migrate upward toward shallower depths and reduce the effectiveness of storage. Therefore, understanding the transport processes and the impact of various forces such as viscous, capillary and gravity is necessary. In this study, a mechanistic model is developed to investigate the influence of the driving forces on CO2 migration through a water saturated leakage pathway. The developed numerical model is used to determine leakage characteristics for different rock formations from a potential CO2 storage site in central Alberta, Canada. The model allows for preliminary analysis of CO2 leakage and finds applications in screening and site selection for geological storage of CO2 in deep saline aquifers.
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Spokas K, Peters CA, Pyrak-Nolte L. Influence of Rock Mineralogy on Reactive Fracture Evolution in Carbonate-Rich Caprocks. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2018; 52:10144-10152. [PMID: 30091904 DOI: 10.1021/acs.est.8b01021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Fractures present environmental risks for subsurface engineering activities, such as geologic storage of greenhouse gases, because of the possibility of unwanted upward fluid migration. The risks of fluid leakage may be exacerbated if fractures are subjected to physical and chemical perturbations that alter their geometry. This study investigated this by constructing a 2D fracture model to numerically simulate fluid flow, acid-driven reactions, and mechanical deformation. Three rock mineralogies were simulated: a limestone with 100% calcite, a limestone with 68% calcite, and a banded shale with 34% calcite. One might expect transmissivity to increase fastest for rocks with more calcite due to its high solubility and fast reaction rate. Yet, results show that initially transmissivity increases fastest for rocks with less calcite because of their ability to deliver unbuffered-acid downstream faster. Moreover, less reactive minerals become persistent asperities that sustain mechanical support within the fracture. However, later in the simulations, the spatial pattern of less reactive mineral, not abundance, controls transmissivity evolution. Results show that a banded mineral pattern creates persistent bottlenecks, prevents channelization, and stabilizes transmissivity. For sites for geologic storage of CO2 that have carbonate caprocks, banded mineral variation may limit reactive evolution of fracture transmissivity and increase storage reliability.
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Affiliation(s)
- Kasparas Spokas
- Department of Civil & Environmental Engineering , Princeton University , Princeton , New Jersey 08544 , United States
| | - Catherine A Peters
- Department of Civil & Environmental Engineering , Princeton University , Princeton , New Jersey 08544 , United States
| | - Laura Pyrak-Nolte
- Department of Physics and Astronomy , Purdue University , West Lafayette , Indiana 47907 , United States
- Lyle School of Civil Engineering , Purdue University , West Lafayette , Indiana 47907 , United States
- Department of Earth, Atmospheric and Planetary Sciences , Purdue University , West Lafayette , Indiana 47907 , United States
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Creamer AE, Gao B. Carbon-Based Adsorbents for Postcombustion CO2 Capture: A Critical Review. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2016; 50:7276-89. [PMID: 27257991 DOI: 10.1021/acs.est.6b00627] [Citation(s) in RCA: 102] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
The persistent increase in atmospheric CO2 from anthropogenic sources makes research directed toward carbon capture and storage imperative. Current liquid amine absorption technology has several drawbacks including hazardous byproducts and a high-energy requirement for regeneration; therefore, research is ongoing to develop more practical methods for capturing CO2 in postcombustion scenarios. The unique properties of carbon-based materials make them specifically promising for CO2 adsorption at low temperature and moderate to high partial pressure. This critical review aims to highlight the development of carbon-based solid sorbents for postcombustion CO2 capture. Specifically, it provides an overview of postcombustion CO2 capture processes with solid adsorbents and discusses a variety of carbon-based materials that could be used. This review focuses on low-cost pyrogenic carbon, activated carbon (AC), and metal-carbon composites for CO2 capture. Further, it touches upon the recent progress made to develop metal organic frameworks (MOFs) and carbon nanomaterials and their general CO2 sorption potential.
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Affiliation(s)
- Anne Elise Creamer
- Department of Agricultural and Biological Engineering, University of Florida , Gainesville, Florida 32611, United States
| | - Bin Gao
- Department of Agricultural and Biological Engineering, University of Florida , Gainesville, Florida 32611, United States
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Bryce DA, Shao H, Cantrell KJ, Thompson CJ. Determination of Organic Partitioning Coefficients in Water-Supercritical CO2 Systems by Simultaneous in Situ UV and Near-Infrared Spectroscopies. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2016; 50:5766-5773. [PMID: 27115941 DOI: 10.1021/acs.est.6b00641] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
CO2 injected into depleted oil or gas reservoirs for long-term storage has the potential to mobilize organic compounds and distribute them between sediments and reservoir brines. Understanding this process is important when considering health and environmental risks, but little quantitative data currently exists on the partitioning of organics between supercritical CO2 and water. In this work, a high-pressure, in situ measurement capability was developed to assess the distribution of organics between CO2 and water at conditions relevant to deep underground storage of CO2. The apparatus consists of a titanium reactor with quartz windows, near-infrared and UV spectroscopic detectors, and switching valves that facilitate quantitative injection of organic reagents into the pressurized reactor. To demonstrate the utility of the system, partitioning coefficients were determined for benzene in water/supercritical CO2 over the range 35-65 °C and approximately 25-150 bar. Density changes in the CO2 phase with increasing pressure were shown to have dramatic impacts on benzene's partitioning behavior. Our partitioning coefficients were approximately 5-15 times lower than values previously determined by ex situ techniques that are prone to sampling losses. The in situ methodology reported here could be applied to quantify the distribution behavior of a wide range of organic compounds that may be present in geologic CO2 storage scenarios.
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Affiliation(s)
- David A Bryce
- Pacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352, United States
| | - Hongbo Shao
- Pacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352, United States
| | - Kirk J Cantrell
- Pacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352, United States
| | - Christopher J Thompson
- Pacific Northwest National Laboratory, P.O. Box 999, Richland, Washington 99352, United States
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Teng Y, Liu Y, Jiang L, Lu G, Wang D, Song Y. CO2 capillary trapping behaviour in glass sand packed heterogeneous porous media during drainage and imbibition revealed by magnetic resonance imaging. RSC Adv 2016. [DOI: 10.1039/c6ra18324g] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
MRI images during the drainage and imbibition processes.
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Affiliation(s)
- Ying Teng
- Key Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education
- Dalian University of Technology
- Dalian
- China
| | - Yu Liu
- Key Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education
- Dalian University of Technology
- Dalian
- China
| | - Lanlan Jiang
- Research Institute of Innovative Technology for the Earth
- Kizugawa City
- Japan
| | - Guohuan Lu
- Key Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education
- Dalian University of Technology
- Dalian
- China
| | - Dayong Wang
- Key Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education
- Dalian University of Technology
- Dalian
- China
| | - Yongchen Song
- Key Laboratory of Ocean Energy Utilization and Energy Conservation of Ministry of Education
- Dalian University of Technology
- Dalian
- China
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Wang S, Tokunaga TK. Capillary pressure-saturation relations for supercritical CO2 and brine in limestone/dolomite sands: implications for geologic carbon sequestration in carbonate reservoirs. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2015; 49:7208-7217. [PMID: 25945400 DOI: 10.1021/acs.est.5b00826] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
In geologic carbon sequestration, capillary pressure (Pc)-saturation (Sw) relations are needed to predict reservoir processes. Capillarity and its hysteresis have been extensively studied in oil-water and gas-water systems, but few measurements have been reported for supercritical (sc) CO2-water. Here, Pc-Sw relations of scCO2 displacing brine (drainage), and brine rewetting (imbibition) were studied to understand CO2 transport and trapping behavior under reservoir conditions. Hysteretic drainage and imbibition Pc-Sw curves were measured in limestone sands at 45 °C under elevated pressures (8.5 and 12.0 MPa) for scCO2-brine, and in limestone and dolomite sands at 23 °C (0.1 MPa) for air-brine using a new computer programmed porous plate apparatus. scCO2-brine drainage and imbibition curves shifted to lower Pc relative to predictions based on interfacial tension, and therefore deviated from capillary scaling predictions for hydrophilic interactions. Fitting universal scaled drainage and imbibition curves show that wettability alteration resulted from scCO2 exposure over the course of months-long experiments. Residual trapping of the nonwetting phases was determined at Pc = 0 during imbibition. Amounts of trapped scCO2 were significantly larger than for those for air, and increased with pressure (depth), initial scCO2 saturation, and time. These results have important implications for scCO2 distribution, trapping, and leakage potential.
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Affiliation(s)
- Shibo Wang
- Earth Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, United States
| | - Tetsu K Tokunaga
- Earth Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, United States
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Pentland C, El-Maghraby R, Georgiadis A, Iglauer S, Blunt M. Immiscible Displacements and Capillary Trapping in CO2 Storage. ACTA ACUST UNITED AC 2011. [DOI: 10.1016/j.egypro.2011.02.467] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Hangx SJT, Spiers CJ, Peach CJ. Mechanical behavior of anhydrite caprock and implications for CO2sealing capacity. ACTA ACUST UNITED AC 2010. [DOI: 10.1029/2009jb006954] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Rohmer J, Bouc O. Addressing uncertainties in cap rock integrity assessment through a response surface methodology. ACTA ACUST UNITED AC 2009. [DOI: 10.1016/j.egypro.2009.02.062] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Mansoori SA, Iglauer S, Pentland CH, Bijeljic B, Blunt MJ. Measurements of Non-Wetting Phase Trapping Applied to Carbon Dioxide Storage. ACTA ACUST UNITED AC 2009. [DOI: 10.1016/j.egypro.2009.02.100] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Bachu S, Celia MA. Assessing the potential for CO2 leakage, particularly through wells, from geological storage sites. CARBON SEQUESTRATION AND ITS ROLE IN THE GLOBAL CARBON CYCLE 2009. [DOI: 10.1029/2005gm000338] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Sundquist ET, Ackerman KV, Parker L, Huntzinger DN. An introduction to global carbon cycle management. CARBON SEQUESTRATION AND ITS ROLE IN THE GLOBAL CARBON CYCLE 2009. [DOI: 10.1029/2009gm000914] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
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