Sustainable e-fuels: Green hydrogen, methanol and ammonia for carbon-neutral transportation
Increasingly stringent sustainability and decarbonization objectives drive investments in
adopting environmentally friendly, low, and zero-carbon fuels. This study presents a …
adopting environmentally friendly, low, and zero-carbon fuels. This study presents a …
Machine learning applications in catalytic hydrogenation of carbon dioxide to methanol: A comprehensive review
EG Aklilu, T Bounahmidi - International Journal of Hydrogen Energy, 2024 - Elsevier
The catalytic hydrogenation of carbon dioxide (CO 2) to methanol presents a significant
opportunity for both mitigating climate change and producing a valuable chemical feedstock …
opportunity for both mitigating climate change and producing a valuable chemical feedstock …
Blended-amine CO2 capture process without stripper for high-pressure syngas
With the emergence of the hydrogen economy, advanced CO 2 capture technologies are
essential for cost-effective H 2 production until renewable-energy based H 2 production …
essential for cost-effective H 2 production until renewable-energy based H 2 production …
Advanced process integration and machine learning-based optimization to enhance techno-economic-environmental performance of CO2 capture and conversion to …
Developing economically sustainable CO 2 capture and conversion processes is essential
to realize carbon neutrality. This study proposed an integrated process for CO 2 capture and …
to realize carbon neutrality. This study proposed an integrated process for CO 2 capture and …
Synergies between Carnot battery and power-to-methanol for hybrid energy storage and multi-energy generation
Abstract Power-to-methanol (PtMe) technologies and Carnot batteries are two promising
approaches for large-scale energy storage. However, the current low efficiency and …
approaches for large-scale energy storage. However, the current low efficiency and …
Machine learning-driven optimization for sustainable CO2-to-methanol conversion through catalytic hydrogenation
SAG Nia, H Shahbeik, A Shafizadeh, S Rafiee… - Energy Conversion and …, 2025 - Elsevier
Growing concerns about greenhouse gas emissions have accelerated research into
converting CO 2 into valuable products like methanol. Catalytic hydrogenation, utilizing a …
converting CO 2 into valuable products like methanol. Catalytic hydrogenation, utilizing a …
Sensitivity analysis and multi-objective optimization for design guideline of effective direct conversion of CO2 to DME
Carbon capture, utilization and storage (CCUS) technologies can play an important role in
sustainable development and climate change mitigation. After capture, carbon dioxide can …
sustainable development and climate change mitigation. After capture, carbon dioxide can …
Advanced integration strategies and machine learning-based superstructure optimization for Power-to-Methanol
Abstract The Power-to-methanol (PtMe) process faces significant challenges, including high
production costs, low energy efficiency, and a lack of systematic and applicable integrated …
production costs, low energy efficiency, and a lack of systematic and applicable integrated …
A data-driven multi-objective optimization approach for enhanced methanol yield and exergy loss minimization in direct hydrogenation of CO2
The stability and control of process industries have historically faced obstacles due to
inherent uncertainties in their operations. This work focuses on leveraging machine learning …
inherent uncertainties in their operations. This work focuses on leveraging machine learning …
Advanced Designs and Optimization for Efficiently Enhancing Shipboard CO2 Capture
Shipboard CO2 capture (SCC) processes face significant challenges, including high costs
and the need for extra heating energy to capture 90% of the CO2. Therefore, this study …
and the need for extra heating energy to capture 90% of the CO2. Therefore, this study …