Researchers at EPFL have developed a mannequin demonstrating how a novel graphene-based membrane materials has the potential to scale back each the power consumption and bills related to capturing CO2 from energy technology and industrial services. This research is revealed in Nature Sustainability.

Carbon seize is turning into more and more very important for industries that proceed to depend on fossil fuels, such because the cement and metal sectors. Pure fuel energy vegetation, coal services, and cement manufacturing vegetation all emit important portions of CO2, and mitigating these emissions proves difficult with out specialised seize methods. At present, the vast majority of vegetation make the most of solvent-based methods that soak up CO2; nonetheless, these methods demand substantial warmth, necessitate intensive infrastructure, and might incur excessive operational prices.
An alternate that’s smaller and pushed by electrical energy is referred to within the trade as a “membrane” system. This membrane capabilities equally to an ultra-fine filter, permitting sure gases to move by way of extra readily than others, thereby isolating CO2 from the remaining flue fuel. The problem lies in the truth that many membranes expertise a decline in effectivity when CO2 concentrations are low, a state of affairs often encountered in pure fuel vegetation, which restricts their applicability.
The current research carried out at EPFL has examined the potential scalability of a novel membrane materials generally known as pyridinic-graphene. This materials consists of a single-layer graphene sheet that includes minuscule pores that preferentially enable CO2 to move by way of in comparison with different gases. The researchers built-in experimental efficiency information with modeling instruments that replicate precise working situations, together with power consumption and fuel circulation. They investigated numerous value situations to evaluate how the fabric may carry out when carried out in industrial services.
The analysis was carried out underneath the management of Marina Micari and Kumar Varoon Agrawal, who occupy the Gaznat Chair in Superior Separations at EPFL. The research expands upon the group’s earlier work in creating scalable graphene membranes.
As we’re scaling up the know-how, it is very important perceive the implications on discount on power use and price of carbon seize within the numerous sector of carbon seize. This work deal with this.
Kumar Varoon Agrawal, Superior Separations, EPFL
Modeling Reveals The place the Membrane Performs Finest
The group carried out checks on numerous graphene-based membranes, together with the pyridinic-graphene membrane, throughout a number of plant configurations to guage their efficiency underneath real-world situations.
For pure fuel energy vegetation, a three-step course of that begins with the enrichment of the CO2 stream demonstrated promising prices, roughly USD 80–100 per ton, with optimum instances attaining as little as USD 60–80. That is important as membranes usually face challenges with such dilute flue fuel.
In coal-fired energy vegetation, the place CO2 concentrations are elevated, the membrane’s wonderful CO2/N2 selectivity reduces power consumption and lowers prices to the vary of USD 25–50 per ton. Cement manufacturing services exhibit larger oxygen ranges of their flue fuel, complicating selectivity; nonetheless, the membrane nonetheless achieves comparable value ranges and maintains stability throughout the assorted situations assessed. All through all three sectors, the membrane’s excessive permeance minimizes the mandatory floor space, thereby contributing to a decreased footprint for an entire seize system.
The analysis signifies that pyridinic-graphene may present a compact and doubtlessly economical different to solvent-based seize strategies as soon as it’s scaled up. It additionally highlights areas for potential enhancement, significantly relating to its capability to distinguish CO2 from oxygen in cement flue fuel.
Journal Reference:
Micari, M., et al. (2025) Vitality- and cost-efficient CO2 seize from dilute emissions by pyridinic-graphene membranes. Nature Sustainability. DOI:10.1038/s41893-025-01696-5. https://www.nature.com/articles/s41893-025-01696-5