On the feasibility of using physics-informed machine learning for underground reservoir pressure management

DR Harp, D O'Malley, B Yan, R Pawar - Expert Systems with Applications, 2021 - Elsevier
We evaluate the feasibility of using physics-informed machine learning (PIML) for
underground energy-related pressure management. To this end, we develop a PIML …

Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management

A Pachalieva, D O'Malley, DR Harp, H Viswanathan - Scientific Reports, 2022 - nature.com
Avoiding over-pressurization in subsurface reservoirs is critical for applications like CO 2
sequestration and wastewater injection. Managing the pressures by controlling …

Passive acoustic monitoring of a natural CO2 seep site–Implications for carbon capture and storage

J Li, B Roche, JM Bull, PR White, JW Davis… - International Journal of …, 2020 - Elsevier
Estimating the range at which an acoustic receiver can detect greenhouse gas (eg, CO 2)
leakage from the sub-seabed is essential for determining whether passive acoustic …

Non-destructive data assimilation as a tool to diagnose corrosion rate in reinforced concrete structures

O Anterrieu, B Giroux, E Gloaguen, C Carde - Journal of Building …, 2019 - Elsevier
Reinforcement corrosion is a major problem in the long-term management of reinforced
concrete structures. With sustainability in perspective, knowledge of the corrosion rate (V …

CO2 storage and potential fault instability in the St. Lawrence Lowlands sedimentary basin (Quebec, Canada): Insights from coupled reservoir-geomechanical …

E Konstantinovskaya, J Rutqvist, M Malo - International Journal of …, 2014 - Elsevier
Coupled reservoir-geomechanical (TOUGH-FLAC) modeling is applied for the first time to
the St. Lawrence Lowlands region to evaluate the potential for shear failure along pre …

Characterization of deep saline aquifers in the Bécancour area, St. Lawrence Lowlands, Québec, Canada: implications for CO2 geological storage

TD Tran Ngoc, R Lefebvre… - Environmental earth …, 2014 - Springer
The present paper provides a case study of the assessment of the potential for CO 2 storage
in the deep saline aquifers of the Bécancour region in southern Québec. This assessment …

Modelling CO2 migration in aquifers; considering 3D seismic property data and the effect of site-typical depositional heterogeneities

A Sundal, R Miri, T Ravn, P Aagaard - International Journal of Greenhouse …, 2015 - Elsevier
Geological sequestration is one proposed measure for greenhouse gas mitigation; and
deep, saline aquifers are considered to hold large storage potentials for CO 2. The …

[HTML][HTML] Deep geothermal doublets versus deep borehole heat exchangers: A comparative study for cold sedimentary basins

V Gascuel, C Rivard, J Raymond - Applied Energy, 2024 - Elsevier
Geothermal systems installed at intermediate depths (∼ 1–2 km) in sedimentary basins
represent an attractive option to provide low-carbon heat in cold countries, even where the …

3D reservoir simulation of CO2 injection in a deep saline aquifer of the Lower Paleozoic Potsdam Sandstone of the St Lawrence Platform, Gentilly Block, Quebec

E Konstantinovskaya, JA Rivero, V Vallega, J Brodylo… - Geoenergy, 2023 - earthdoc.org
Increasing demand in carbon dioxide storage volumes to reduce greenhouse gas emissions
to net zero by 2050 implies assessment of CO2 storage capacity, including deep saline …

Strike-slip reactivation of a high-angle normal fault induced by increase of reservoir pore pressure: insight from 3D coupled reservoir-geomechanical modeling

E Konstantinovskaya, Q Li, M Malo, JA Rivero… - International Journal of …, 2020 - Elsevier
How would high-angle normal faults be reactivated under a present-day strike-slip tectonic
regime if reservoir pore pressure (Pp) increased during injection operations? What …