The Potential of Machine Learning for Enhancing CO2 Sequestration, Storage, Transportation, and Utilization-based Processes: A Brief Perspective

S Gupta, L Li - Jom, 2022 - Springer
In the paper, we present a review of different types of CO2 capture, storage, transportation,
and utilization (CCSTU) processes. We have also reviewed their further development by …

Machine learning in absorption-based post-combustion carbon capture systems: A state-of-the-art review

M Hosseinpour, MJ Shojaei, M Salimi, M Amidpour - Fuel, 2023 - Elsevier
The enormous consumption of fossil fuels from various human activities leads to a significant
amount of anthropogenic CO 2 emission into the atmosphere, which has already massively …

Advances in Carbon Capture and Use (CCU) Technologies: A Comprehensive Review and CO2 Mitigation Potential Analysis

CB Peres, PMR Resende, LJR Nunes, LC Morais - Clean technologies, 2022 - mdpi.com
One of society's major current challenges is carbon dioxide emissions and their
consequences. In this context, new technologies for carbon dioxide (CO2) capture have …

Harnessing the power of machine learning for carbon capture, utilisation, and storage (CCUS)–a state-of-the-art review

Y Yan, TN Borhani, SG Subraveti, KN Pai… - Energy & …, 2021 - pubs.rsc.org
Carbon capture, utilisation and storage (CCUS) will play a critical role in future
decarbonisation efforts to meet the Paris Agreement targets and mitigate the worst effects of …

A critical review on machine-learning-assisted screening and design of effective sorbents for carbon dioxide (CO2) capture

Z Yang, B Chen, H Chen, H Li - Frontiers in Energy Research, 2023 - frontiersin.org
Effective carbon dioxide (CO2) capture plays indispensable roles in closing the global
carbon cycle, serving the sustainable production of energy, and achieving the grand 1.5° C …

Toward smart carbon capture with machine learning

M Rahimi, SM Moosavi, B Smit, TA Hatton - Cell reports physical science, 2021 - cell.com
Machine learning (ML) is emerging as a powerful approach that has recently shown
potential to affect various frontiers of carbon capture, a key interim technology to assist in the …

An overview of technologies for Capturing, Storing, and utilizing carbon Dioxide: Technology Readiness, large-scale Demonstration, and cost

D Baskaran, P Saravanan, L Nagarajan… - Chemical Engineering …, 2024 - Elsevier
Concerns are growing regarding the impact of human-caused CO 2 emissions on global
warming, which is directly linked to climate change. To achieve carbon neutrality, we must …

Review of technological progress in carbon dioxide capture, storage, and utilization

S Davoodi, M Al-Shargabi, DA Wood… - Gas Science and …, 2023 - Elsevier
Emissions of substantial amounts of greenhouse gases (GHG) accumulating in the
atmosphere have caused climate alterations and increased global temperatures. Several …

Machine learning-assisted selection of adsorption-based carbon dioxide capture materials

EG Al-Sakkari, A Ragab, TMY So, M Shokrollahi… - Journal of …, 2023 - Elsevier
Recently, carbon capture has gained increased attention as a sustainable way for mitigating
global warming. One of the promising technologies for carbon capture is the adsorption …

Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities

EG Al-Sakkari, A Ragab, H Dagdougui… - Science of The Total …, 2024 - Elsevier
Carbon capture, utilization, and sequestration (CCUS) is a promising solution to
decarbonize the energy and industrial sector to mitigate climate change. An integrated …