A review of risk and uncertainty assessment for geologic carbon storage

T Xiao, T Chen, Z Ma, H Tian, S Meguerdijian… - … and Sustainable Energy …, 2024 - Elsevier
Carbon capture, utilization, and storage (CCUS) in geological formations play a key role in
mitigating anthropogenic CO 2 emissions and achieving the aggressive goal of net-zero …

The State of the Art in Monitoring and Verification: an update five years on

C Jenkins - International Journal of Greenhouse Gas Control, 2020 - Elsevier
Abstract Monitoring and Verification (M&V) was reviewed in this journal in 2015 as part of
the Special Issue to mark the tenth anniversary of the IPCC report on CCS. This article …

A robust deep learning workflow to predict multiphase flow behavior during geological CO2 sequestration injection and Post-Injection periods

B Yan, B Chen, DR Harp, W Jia, RJ Pawar - Journal of Hydrology, 2022 - Elsevier
Simulation of multiphase flow in porous media is essential to manage the geologic CO 2
sequestration (GCS) process, and physics-based simulation approaches usually take …

Deep-learning-based coupled flow-geomechanics surrogate model for CO2 sequestration

M Tang, X Ju, LJ Durlofsky - International Journal of Greenhouse Gas …, 2022 - Elsevier
A deep-learning-based surrogate model capable of predicting flow and geomechanical
responses in CO 2 storage operations is presented and applied. The 3D recurrent RU-Net …

A deep learning-accelerated data assimilation and forecasting workflow for commercial-scale geologic carbon storage

H Tang, P Fu, CS Sherman, J Zhang, X Ju… - International Journal of …, 2021 - Elsevier
Fast assimilation of monitoring data to update forecasts of pressure buildup and carbon
dioxide (CO 2) plume migration under geologic uncertainties is a challenging problem in …

NRAP-open-IAM: A flexible open-source integrated-assessment-model for geologic carbon storage risk assessment and management

V Vasylkivska, R Dilmore, G Lackey, Y Zhang… - … Modelling & Software, 2021 - Elsevier
Large-scale implementation of geologic carbon storage (GCS) to help reduce atmospheric
greenhouse gas emissions requires stakeholder confidence that injected CO 2 will remain …

Integrating capacity and efficiency for optimal hydrogen storage site selection in saline aquifers

F Chen, B Chen, S Mao, M Malki, M Mehana - Energy & Fuels, 2024 - ACS Publications
Hydrogen (H2) energy is a promising transition pathway from conventional fossil fuels to
sustainable clean energy. However, H2 requires a large storage capacity because of its low …

Geologic CO2 storage optimization under geomechanical risk using coupled-physics models

F Zheng, A Jahandideh, B Jha, B Jafarpour - International Journal of …, 2021 - Elsevier
Numerical simulation of fluid flow, transport, and trapping mechanisms have been used to
optimize CO 2 storage in geologic formations by improving trapping efficiency through …

Selecting representative geological realizations to model subsurface CO2 storage under uncertainty

SK Mahjour, SA Faroughi - International Journal of Greenhouse Gas …, 2023 - Elsevier
Carbon capture and storage (CCS) is one of the quickest and most effective solutions for
reducing carbon emissions. The majority of subsurface storage occurs in saline aquifers, for …

Feasibility of seismic time-lapse monitoring of CO2 with rock physics parametrized full waveform inversion

Q Hu, D Grana, KA Innanen - Geophysical Journal International, 2023 - academic.oup.com
Carbon capture and storage is an important technology for greenhouse gas mitigation.
Monitoring of CO2 storage should, in addition to locating the plume, provide quantitative …