DOI: 10.3303/CET25117053 Paper Received: 1 January 2025; Revised: 1 March 2025; Accepted: 24 May 2025 Please cite this article as: Mawassi G., Di Pretoro A., Montastruc L., 2025, Accounting for Dynamics in Ranking CO2 Emissions Mitigation Strategies, Chemical Engineering Transactions, 117, 313-318 DOI:10.3303/CET25117053 CHEMICAL ENGINEERING TRANSACTIONS VOL. 117, 2025 A publication of The Italian Association of Chemical Engineering Online at www.cetjournal.it Guest Editors: Fabrizio Bezzo, Flavio Manenti, Gabriele Pannocchia, Almerinda di Benedetto Copyright © 2025, AIDIC Servizi S.r.l. ISBN 979-12-81206-17-5; ISSN 2283-9216 Accounting for Dynamics in Ranking CO2 Emissions Mitigation Strategies Ghida Mawassi, Alessandro Di Pretoro*, Ludovic Montastruc Laboratoire de Génie Chimique, Université de Toulouse, CNRS/INP/UPS, Toulouse, France alessandro.dipretoro@ensiacet.fr The characteristic topic of the past decade research in the fields of chemical and energy industries can be identified in the continuous investigation of technological strategies aimed at the mitigation of CO2 emissions in order to meet the UE net-zero target by 2050. The solutions proposed so far cover a very wide range of applications and involve different aspects of the industrial sector, such as chemical-to-molecule, energy optimization, logistics etc. Therefore, in order to provide a more clear overview and to implement effective decision tools for the future selection of the most suitable technology according to the specific application, several classifications were conceived from a comparative perspective. The most established ones take into account the way CO2 is captured, the way CO2 is used or also the specific industrial domain where the carbon recovery is carried out. However, due to the very spread nature of the various methodologies, it appears very difficult to find any classification able to include all of them. Furthermore, when comparing the effectiveness of different technologies, it should be accounted for the fact that not all of them have currently achieved the same level of development and deployment. The purpose of this research work is then to find one or more common aspects among the different CO2 emissions mitigation strategies and to classify the available options based on that. Since the carbon dioxide accumulation in the atmosphere results from the gap between positive and negative CO2 contributions over time, a new possible classification based on dynamic response function was explored. In order to uniquely characterize the dynamic impact of the selected approach, the removal magnitude and the CO2 release delay were identified as the two parameters to be used as criteria for the various categories. Therefore, their respective values for each available technology were quantified and then employed to reclassify all of them accordingly. This new classification showed that the most effective way to mitigate carbon emissions is to convert CO2 into long lasting products while powering the process with renewable energy. Therefore, transforming the process to a negative emission process. For a future perspective, the new categories thus obtained could be considered as a starting point to build decision tools to effectively assess the impact over time of CO2 removal approaches and make more reliable predictions in terms of long-term emissions. 1. Introduction Due to the growing concerns about climate change in recent years and the pressing need to meet UE net zero target, the mitigation of anthropogenic carbon dioxide emissions has gained global attention. Many environmental innovations, from CO2 capture to CO2 conversion into useful products and from energy consumption optimisation to relying on renewable energies are the key towards greener processes. Regarding this wide diversity, a classification of these methods is needed to guide chemical engineers, through influence of each one when designing a sustainable process. This classification should cover all these approaches with divergent paths. Many reviews and classifications are found in literature regarding CO2 management techniques, reflecting the diverse approaches and applications for capturing, using, and mitigating CO2 emissions; however, none can be used as a powerful tool that gives an overview on all strategies and helps to select the most appropriate one in a certain application or process. Numerous flaws and restrictions such as the intersection between categories or the missing of certain features, lead to a misleading or incomplete view of overall CO2 emission reduction strategies. In addition, the CO2 cycle and its dynamic behaviour is not explored in any of the classifications mentioned, failing to reflect the real impact of each method. 313 mailto:alessandro.dipretoro@ensiacet.fr Various reviews categorized these strategies according to different criteria such as the method used to reduce a carbon emission like different carbon capture or utilization techniques, or depending on the current development stage or maturity of each method. Other interesting classifications divide them according to their adaptability for each industrial sector, or the phase of their implementation in the process. All these divisions are illustrated in Figure 1 and further detailed below. Starting with the carbon capture and storage (CCS), a method that relies on capturing CO2 emissions at the source and storing them underground or in other secure locations such as deep ocean reservoirs to prevent them from entering the atmosphere, it was divided in numerous subcategories. First, with respect to the nature of the processing technique whether it is industrial or natural (Quang et al., 2023), or regarding the source of the CO2 captured, air for direct air capture or flue gas for indirect capture indirect (Pires et al., 2019) and finally based on the capturing technique (precombustion, post-process, oxycombustion methods, direct air capture (DAC) and chemical looping combustion (CLC)) (Kheirinik et al., 2021), (Wilberforce et al., 2021). Strategies are also classified depending on CO2 utilization strategies in accordance to the nature of utilization (direct or conversion into valuable product) or the type of product obtained (fuel, biofuel, chemicals and application in thermodynamic processes) (Osman Ahmad et al., 2020). Another common classification in literature is to split the CO2 mitigation strategies based on the sector where it is applied. CO2 management is also specific for every industry such as iron and steel, cement, chemical and petrochemical industries, and petroleum refineries, where each have specific approaches tailored to their unique emission profiles (Kuramochi et al., 2012). Even though this classification provides a framework for understanding the wide range of strategies available for managing CO2 emissions across various sectors and applications, however it is not englobing all possible applications for instance transportation. Concerning the classification exploring side management where different strategies are implemented, it includes supply-side, demand-side, and end-of-pipe solutions (Manan et al., 2017). Supply-side strategies focus on reducing emissions at the source by modifying inputs or production processes, such as using low-carbon fuels, increasing energy efficiency, or incorporating renewable energy. These approaches aim to lower the carbon intensity of industrial activities from the start. Demand-side strategies concentrate on reducing CO2 emissions by changing consumption patterns. This involves improving product efficiency, minimizing waste, and promoting low-carbon products. The goal is to decrease the demand for carbon-intensive goods and services. End-of-pipe solutions address emissions after they have been produced, typically through carbon capture and storage (CCS) technologies. These methods capture CO2 from flue gases for either permanent storage or repurposing. Finally, classifications can be established on the current status of CCS development and the type of mitigation strategy employed. This approach divides strategies into those that are commercially viable and in widespread use, those that are still in the demonstration phase, and those that remain in the research and development stage (Bui et al., 2018). However, these classifications, while useful in organizing different approaches, do not serve as direct tools for estimating the efficiency of CO2 mitigation within the process industry. The efficiency of mitigation efforts depends on specific factors such as the technology used, the scale of implementation, and the unique conditions of each industrial process. Therefore, they provide a conceptual framework for understanding the landscape of CO2 management strategies, but they must be complemented by detailed, process-specific analyses to accurately assess mitigation efficiency in the process industry. Figure 1 Criteria of CO2 reduction’s categorization in some reviews 314 The new classification system presented in this work serves as a practical tool for selecting the most appropriate CO2 mitigation strategy based on specific applications. This system evaluates all methods by considering their long-term effects on atmospheric CO2, incorporating key factors such as the time delay of CO2 re-emission (when applicable) and the magnitude of CO2 removal relative to the function performed. By accounting for variations in re-emission delays, which can range from short-term to long-term periods, and assessing the effectiveness of each strategy based on its CO2 removal capacity, this classification offers a more precise method for evaluating the impact of different approaches. This allows the selection of strategies that are optimized for both immediate CO2 reduction and long-term climate impact, tailored to the specific role CO2 plays in the process, whether it is stored, utilized, or transformed into valuable products. 2. Overview and analysis of carbon dioxide removal technologies Measures to mitigate the emissions of CO2 can vary substantially in terms of strategies and techniques, each with its own limitations. Some approaches, such as CCS, do not eliminate CO2 but instead prevent it from entering the atmosphere by capturing and storing it underground. CCS is a containment strategy, not a solution to the root cause of emissions. Others focus on reducing emissions at the source, like improving energy efficiency, or using low-carbon materials in construction or changing raw material. For instance, research indicates that replacing traditional limestone-clay mixtures with civil construction waste in cement production can lower CO2 emissions by 8.1% (Costa et al., 2020), and in Bahrain, implementing better insulation and glazing in air-conditioned commercial buildings led to a 25% reduction in energy consumption and a 7.18% decrease in net CO2 emissions (Radhi et al., 2009).However, more advanced approaches go beyond just capturing or reducing CO2—they repurpose it for practical applications. Such as in the food and beverage industry where CO2 is used to carbonate beverages, while in other industries, it serves as a utility for chilling. Additionally, CO2 can be used to enhance oil and gas recovery, helping to maximize resource extraction while simultaneously sequestering carbon. In this case, as soon as it is used, carbon dioxide will be reemitted in the atmosphere. But more important technologies convert CO2 into valuable products such as synthetic fuels, building materials, or chemicals, reducing the need for virgin resources. By integrating CO2 into useful applications rather than simply storing it, these solutions create a more sustainable and circular approach to carbon mitigation. Here, it is important to distinguish between two types of carbon conversion; conversion to short and long-life products. The reemission of CO2 occurs quickly with short- lived products like the production of urea, used as fertiliser from CO2, or the synthesis of synthesise compounds such as salicylic acid, a crucial component of aspirin. However, by converting CO2 to long life products carbon dioxide is sequestered for extended periods. By converting CO2 into plastics and polymers, durable products that can be used in various industries are obtained. These materials, traditionally derived from fossil fuels, can now be produced from CO2, helping to sequester carbon and reduce dependency on fossil resources. Similarly, construction materials can be obtained from CO2 through carbon mineralization. By reacting CO2 with minerals, stable carbonates are created that can be utilized to make carbon-absorbing concrete and other construction materials. These materials recycle CO2 into useful products, effectively locking away carbon for extended periods of time and supporting a circular economy. In both cases, the conversion of CO2 into long- lasting products not only helps sequester carbon but also supports sustainable material use and reduces the environmental impact of production. Different approaches have been developed to lower atmospheric carbon dioxide levels, as this section has described. To make a process greener, process engineers must consider all available options and decide on the optimal one. The particular process type, the circumstances, and the available resources should all be taken into consideration while making the choice. This guarantees that the selected course of action not only efficiently lowers carbon emissions but also remains viable and sustainable within the specified parameters. 3. New classification and possible applications 3.1 Presentation of the new classification The effectiveness of various strategies in reducing CO2 emissions is not equivalent; thus, the primary aim of the new classification is to underscore the efficacy of CO2 removal associated with each method. Evaluation will take into account two main trait of the strategy: the timeframe and the functional role. To begin, the assessment of this effectiveness should not be limited to the immediate and direct removal of CO2 but should also consider the long-term implications to provide more accurate predictions regarding emissions. In this regard, it is essential to differentiate between scenarios where CO2 emissions are merely reduced, those where CO2 is removed and subsequently re-emitted within short (days, months) or large (years, centuries) intervals, and measures that can prevent emissions in specific applications. In addition to the time delay, the functional role that CO2 plays in each method can also be used to predict the impact of CO2 mitigation methods. This role transitions from methods that primarily involve CO2 sequestration 315 to those that utilize CO2 as a raw material, utility, and ultimately, a final product. The quantitative impact of this evolution can be calculated by evaluating the CO2 emissions per unit of product across different applications, or comparing scenarios with and without the proposed strategy. The efficacy of a method can be obtained by evaluating the extent to which it diminishes CO2 emissions in comparison to the same process conducted without the application of that strategy. Thus, a more significant decrease in emissions attributable to the strategy indicates a higher level of success in alleviating environmental consequences. Through the assessment of the magnitude of CO2 removal and the timing of its release for each technology, CO2 mitigation strategies have been restructured into new categories that better represent the influence of these technologies on atmospheric CO2 levels. Looking ahead, these redefined categories could lay the groundwork for the development of decision-making tools that effectively analyze the long-term consequences of CO2 removal strategies. Such tools would improve the precision of predictions concerning future emissions, enabling more strategic decision-making in climate change mitigation efforts. 3.2 Different aspects throughout the process Usually process operations are divided into several essential steps, each playing a vital role in the environmental impact and carbon emissions of the overall process. The first step in all productions is the selection of raw materials, then their transportation to the site. The latter contribute significantly to car bon emissions, depending on the distance and transportation mode. After their arrival at the location, the raw materials must be prepared and treated. This can involve cleaning, refining, or other pre-production procedures to guarantee the resources fulfill the criteria needed for production. The second stage or the core of the process is the production phase itself, where the actual transformation of raw materials into the final product occurs. This step typically requires various forms of energy and utilities. The efficiency and environmental impact of this stage depend heavily on the energy sources used and the technology employed. Finally, in the last level the process results in the production of the final product, ready for distribution. Throughout all these steps, it is essential to consider the environmental implications, such as raw material and final product selection, energy consumption, emissions, and waste generation, to ensure the process is as sustainable and eco-friendly as possible. The selection and treatment of raw material highly impacts the carbon emissions as explained in the previous section. Even though treating raw material can reduce emissions during the production process, this approach alone doesn’t play a role in removing CO2 from the atmosphere, it only minimizes the carbon footprint of the operation. The long-term effectiveness of this approach depends on the type of products being created. Products with longer lifespans, such as polymers or building materials, can store the captured CO2 for decade or even centuries, delaying its re-release into the atmosphere. In contrast, products with shorter lifespans, such as certain chemicals, fertilizers or fuels, will eventually release the stored carbon back into the atmosphere within days or months. Thus, the selection of CO2 as a raw material, combined with the production of long-life products, represents a powerful tool in achieving meaningful carbon reduction and enhancing sustainability efforts. Now, considering the overall utility aspect that can include the transportation, the use of CO2 for other utility goals. For example, adapting CO2 as a chilling agent, for cryogenic cooling systems or refrigeration, is a sensible and environmentally responsible strategy. Because this application uses CO2 that has already been captured or made available, fewer alternative refrigerants that might have a higher global warming potential or produce and use more CO2 emissions are needed. This usage of CO2 does not, however, actively remove it from the atmosphere, but it may lessen the environmental impact of alternative refrigerants by reusing already-existing CO2. By using CO2-based systems, we can reduce additional climate change emissions while making use of a widely available material, improving the sustainability of cooling solutions. Also, during transportation operations—whether it involves raw materials supply to the site or finished products distribution—it is essential to explore alternatives to conventional fossil fuels. One effective approach is to use fuels derived from CO2 and biofuels. Although these fuels may re-emit carbon dioxide into the atmosphere relatively quickly, often within days, they offer distinct environmental advantages over traditional fossil fuels. Fuels derived from CO2 have already contributed in capturing carbon from the atmosphere when being produced, thus offsetting some of the emissions generated at their combustion. This means that, while they do re-release CO2, the overall impact on atmospheric carbon levels is reduced. Moreover, these fuels tend to emit less carbon compared to conventional fuels, further lowering their environmental footprint. Similarly, biofuels, produced from renewable organic materials, can also serve as a more sustainable alternative to fossil fuels. While biofuels do release carbon when burned, the plants used to produce them absorb CO2 from the atmosphere during their growth, creating a more balanced carbon cycle. Incorporating these alternative fuels into the transportation process not only supports the reduction of greenhouse gas emissions but also aligns with broader goals of sustainability and carbon management. By transitioning away from conventional fossil fuels and embracing these greener alternatives, the overall environmental impact of transporting raw materials and distributing products can be significantly mitigated. By analogy, using green fuels for power generation during 316 the production process has a comparable impact to their use in transportation. the impact of utilizing green fuels for transportation is similar to that of using them for power generation during the production process. Lastly, renewable energy sources, such as solar, wind, hydroelectric, and geothermal power, offer an even more optimal solution for power generation. Unlike green fuels, which may still result in CO2 emissions during use, renewable energies do not produce any direct emissions during operation. This makes renewable energy an ideal choice for creating greener and more sustainable production systems. 3.3 Applying the new classification to the process design To refine the classification in a clearer way, it is structured around two axes: the time axis referring to the delay for CO2 re-emission in the atmosphere after the implementation of a CO2 mitigation strategy and it can be divided into days, moths, years and centuries and on the other hand the functional axis that states the place of the strategy in the process if applied on raw material, products or utility). Thus, the effectiveness of each CO2 mitigation technique should be assessed in terms of how long it takes for captured CO2 to be released back into the atmosphere. This entails choosing raw materials, energy sources, and industrial techniques that maximize the amount of time before any CO2 is produced in addition to minimizing emissions. A thorough evaluation at every stage of the process is necessary. Emphasizing choices that support efficient CO2 capture and long-term carbon storage when choosing raw materials. Production energy sources should be selected according to how effectively they may reduce CO2 emissions, such as renewable energy sources like solar and wind or green fuels Technologies that both shorten the time until any CO2 is captured and lower it immediately should be implemented throughout the production phase. In the transportation and distribution stages, alternative fuels and logistics strategies should be evaluated for their ability to reduce carbon emissions and incorporate re-emission delay. The choice of biofuels or fuels derived from CO2 can be made on the basis of how well they sequester carbon dioxide and reduce emissions when compared to conventional fossil fuels. Lastly, in order to extend the period of carbon storage, the end-of-life phase of products needs to be taken into account. Long-term sustainability and climate goals can be attained by designing products with longer carbon sequestration in mind and making plans for recycling or disposal techniques that further postpone CO2 re- emission. By using this method, process designs are guaranteed to be efficient in lowering direct carbon emissions and promoting more general environmental goals. For example, properly treating raw materials or replacing them with alternatives can reduce carbon emissions in the cement industry by approximately 4% and up to 8% recpetively (Costa et al., 2020). Typically, the raw material processing stage is considered to contribute to a maximum CO₂ reduction of 10%. In this case, the process stage is assessed along the process axis, while the time axis remains at zero, as it only reduces emissions rather than removing CO₂ entirely.On the other hand, converting CO₂ into propylene for example can achieve a reduction of 80–87% per ton of product (Tähkämö et al., 2022) in CO₂ emissions per ton of product, with re-emission occurring over several decades. More examples can be found in Figure 2 below. Figure 2 CO₂ mitigation strategies categorized by process stage and re-emission time delay. 317 As shown in Figure 2, methods applied on raw material generally has a low CO2 mitigation potential, meaning its impact on reducing emissions is relatively limited. In contrast, utility can achieve a mitigation potential of up to 50%, making it a more effective option. Among all categories, focusing on strategies that target final products demonstrate the highest mitigation potential, significantly reducing emissions. However, the re-emission of CO₂ varies depending on the specific process and application, leading to different delays in its eventual release. 4. Conclusions The study done in this paper has successfully addressed the research objectives, as shown by the results that were obtained. It highlighted the importance of the dynamic elements, especially when computing the CO2 mitigated, by a thorough and precise examination. Furthermore, the findings underscored that different CO2 mitigation strategies have varying levels of impact over short-term and long-term periods, highlighting the necessity of tailoring approaches to achieve optimal results. These outcomes will be crucial instruments for directing the choice of a suitable approach suited to the particular goals in the process industry. Decision-makers can guarantee that activities are both efficient and effective regarding carbon foot print by comparing the selected method with the intended goals. Acknowledgments This work benefited from State aid managed by the Agence Nationale de la Recherche under the Investissements d'Avenir programme, reference ANR-18-EURE-0021. References Baena-Moreno, F.M., Rodríguez-Galán, M., Vega, F., Alonso-Fariñas, B., Vilches Arenas, L.F., & Navarrete, B. 2018. Carbon capture and utilization technologies: a literature review and recent advances. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 41, 1403 - 1433. Bui, M., Adjiman, C. S., Bardow, A., Anthony, E. J., Boston, A., Brown, S., Fennell, P. S., Fuss, S., Galindo, A., Hackett, L. A., Hallett, J. P., Herzog, H. J., Jackson, G., Kemper, J., Krevor, S., Maitland, G. C., Matuszewski, M., Metcalfe, I. S., Petit, C., Mac Dowell, N.,2018. Carbon capture and storage (CCS): the way forward. Energy & Environmental Science, 11(5), 1062-1176. Kheirinik, M., Ahmed, S., & Rahmanian, N. ,2021, Comparative Techno-Economic Analysis of Carbon Capture Processes: Pre-Combustion, Post-Combustion, and Oxy-Fuel Combustion Operations. Sustainability, 13(24), 13567 Kuramochi, T., Ramírez, A., Turkenburg, W., & Faaij, A. 2012, Comparative assessment of CO2 capture technologies for carbon-intensive industrial processes. Progress in Energy and Combustion Science, 38(1), 87-112. Manan, Z. A. and Mohd. Nawi, W. N. R. and Wan Alwi, S. R. and Klemeš, J. J.,2017, Advances in Process Integration research for CO2 emission reduction - A review. Journal of Cleaner Production, 167,1-13. Nepomuceno Costa, F., Ribeiro, D.,2020, Reduction in CO2 emissions during production of cement, with partial replacement of traditional raw materials by civil construction waste (CCW). Journal of Cleaner Production. 276. 123302. 10.1016. Osman Ahmed, A. I., Hefny, M., Abdel Maksoud, M. I. A., M. Elgarahy, A., & Rooney, D. W. 2020, Recent advances in carbon capture storage and utilisation technologies: a review. Environmental Chemistry Letters. Advance online publication, 19. 10.1007. Pires J. C. M.,2019, Negative emissions technologies: A complementary solution for climate change mitigation. The Science of the total environment, 672, 502–514. Quang, V, Milani,D, Abu Zahra,M. ,2023, A review of potential routes to zero and negative emission technologies via the integration of renewable energies with CO2 capture processes. 124. 10.1016. Tähkämö, L,Ojanperä, A.,Kemppi, J., Deviatkin, I., 2022, Life cycle assessment of renewable liquid hydrocarbons, propylene, and polypropylene derived from bio-based waste and residues: Evaluation of climate change impacts and abiotic resource depletion potential. Journal of Cleaner Production. 379. 134645. 10.1016. Wilberforce, T., Olabi, A. G., Sayed, E. T., Elsaid, K., & Abdelkareem, M. A.,2021. Progress in carbon capture technologies. The Science of the total environment, 761, 143203. 318 38mawassi.pdf Accounting for Dynamics in Ranking CO2 Emissions Mitigation Strategies