Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102856
Solmaz Rajabi-Firoozabadi, Mohammad Reza Khosravi-Nikou, Ahmad Shariati
In this work, 25 % weight percentages of UiO-66 in TiO2 nanoflower composite was treated with varying quantities of Tetraethylenepentamine (TEPA) to improve photoconversion of CO2 into fuel using visible light (VL). The results revealed that maximum production rates of CH4 and CH3OH on TNF@25 %U-TEPA(2) sample were 64.59 and 2.47 µmol gcat−1 h−1, respectively, at the optimum conditions of V-LP=150 W, PCO2 =73 KPa, PH2O =15 KPa and T=332.15 K. 15 LHHW models were evaluated based on different assumptions of rate determining step and the most abundant surface intermediate to obtain kinetics of the CO2 photoconversion. The chosen model was the one that was closest to the experimental data. Furthermore, the kinetic rate and adsorption coefficients at T= 298.15–338.15 K and V-LP=150 W were obtained for the best-selected model. Finally, at T= 298.15–338.15 K, the activity energy of the produced CH4 was determined as 3.6 kJ mol−1.
在这项工作中,用不同数量的四乙烯五胺(TEPA)处理了二氧化钛纳米花复合材料中 25% 重量百分比的 UiO-66,以提高利用可见光(VL)将 CO2 光转化为燃料的能力。结果表明,在 V-LP=150 W、PCO2 =73 KPa、PH2O =15 KPa 和 T=332.15 K 的最佳条件下,TNF@25 %U-TEPA(2) 样品上 CH4 和 CH3OH 的最大生产率分别为 64.59 和 2.47 µmol gcat-1 h-1。根据速率决定步骤和最丰富的表面中间产物的不同假设,对 15 个 LHHW 模型进行了评估,以获得 CO2 光转化的动力学。所选模型与实验数据最为接近。此外,在 T= 298.15-338.15 K 和 V-LP=150 W 条件下,最佳选定模型还获得了动力学速率和吸附系数。最后,在 T= 298.15-338.15 K 时,产生的 CH4 的活性能被确定为 3.6 kJ mol-1。
{"title":"Modification of TNF@UiO-66 composite by amine functionalized (TEPA) to improve photoconversion of CO2 using visible light: Investigation of intrinsic kinetic study and optimization","authors":"Solmaz Rajabi-Firoozabadi, Mohammad Reza Khosravi-Nikou, Ahmad Shariati","doi":"10.1016/j.jcou.2024.102856","DOIUrl":"10.1016/j.jcou.2024.102856","url":null,"abstract":"<div><p>In this work, 25 % weight percentages of UiO-66 in TiO<sub>2</sub> nanoflower composite was treated with varying quantities of Tetraethylenepentamine (TEPA) to improve photoconversion of CO<sub>2</sub> into fuel using visible light (VL). The results revealed that maximum production rates of CH<sub>4</sub> and CH<sub>3</sub>OH on TNF@25 %U-TEPA(2) sample were 64.59 and 2.47 µmol g<sub>cat</sub><sup>−1</sup> h<sup>−1</sup>, respectively, at the optimum conditions of V-LP=150 W, P<sub>CO2</sub> =73 KPa, P<sub>H2O</sub> =15 KPa and T=332.15 K. 15 LHHW models were evaluated based on different assumptions of rate determining step and the most abundant surface intermediate to obtain kinetics of the CO<sub>2</sub> photoconversion. The chosen model was the one that was closest to the experimental data. Furthermore, the kinetic rate and adsorption coefficients at T= 298.15–338.15 K and V-LP=150 W were obtained for the best-selected model. Finally, at T= 298.15–338.15 K, the activity energy of the produced CH<sub>4</sub> was determined as 3.6 kJ mol<sup>−1</sup>.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102856"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024001914/pdfft?md5=0bfc86602f13b5806dfda2a637bdc2e5&pid=1-s2.0-S2212982024001914-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141852520","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Catalysis has optimized and improved production rates in many industrial processes. Conventional catalysis plays a key role in the mass-production of otherwise difficult to obtain substances. Plasma catalysis, plasma incorporation to appropriate catalysts, has been shown in literature to further outperform the typical conventional methods, and has shown potential to become a key production method in deep space exploration and survival. However, it faces a few more challenges that hinder it from being used industrially. In this review, we discuss known mechanisms in literature and the instrumentation and diagnostics that were utilized to be able to determine and explain these mechanisms in detail, and thus have led to the development of plasma catalysts with up to 80 % conversion rates for CO2 conversion processes. We also discuss diagnostics that may be employed in the near future to reveal the last few unconventional mechanisms that must be explained in order to address the current instability and short life of catalysts due to the harsh conditions of plasma. In successful implementations of diagnostics in literature, they have proven to be the key to unlocking the knowledge required to develop appropriate catalysts optimized for converting CO2 in a plasma environment.
催化作用优化并提高了许多工业流程的生产率。传统催化在大规模生产难以获得的物质方面发挥着关键作用。文献显示,等离子体催化,即在适当的催化剂中加入等离子体,进一步超越了典型的传统方法,并已显示出成为深空探索和生存的关键生产方法的潜力。然而,它还面临着一些挑战,阻碍了它在工业上的应用。在这篇综述中,我们将讨论文献中已知的机理,以及为详细确定和解释这些机理而使用的仪器和诊断方法,从而开发出转化率高达 80% 的等离子催化剂,用于 CO 转化过程。我们还讨论了在不久的将来可能采用的诊断方法,以揭示必须解释的最后几种非常规机制,从而解决目前由于等离子体的苛刻条件造成的催化剂不稳定和寿命短的问题。在文献中成功实施的诊断方法证明,它们是开启知识大门的关键,而这些知识正是开发适当催化剂所需的,这些催化剂经过优化,可在等离子体环境中转化一氧化碳。
{"title":"Advancing in-situ resource utilization for earth and space applications through plasma CO2 catalysis","authors":"Naama Alhemeiri , Lance Kosca , Marko Gacesa , Kyriaki Polychronopoulou","doi":"10.1016/j.jcou.2024.102887","DOIUrl":"10.1016/j.jcou.2024.102887","url":null,"abstract":"<div><p>Catalysis has optimized and improved production rates in many industrial processes. Conventional catalysis plays a key role in the mass-production of otherwise difficult to obtain substances. Plasma catalysis, plasma incorporation to appropriate catalysts, has been shown in literature to further outperform the typical conventional methods, and has shown potential to become a key production method in deep space exploration and survival. However, it faces a few more challenges that hinder it from being used industrially. In this review, we discuss known mechanisms in literature and the instrumentation and diagnostics that were utilized to be able to determine and explain these mechanisms in detail, and thus have led to the development of plasma catalysts with up to 80 % conversion rates for CO<sub>2</sub> conversion processes. We also discuss diagnostics that may be employed in the near future to reveal the last few unconventional mechanisms that must be explained in order to address the current instability and short life of catalysts due to the harsh conditions of plasma. In successful implementations of diagnostics in literature, they have proven to be the key to unlocking the knowledge required to develop appropriate catalysts optimized for converting CO<sub>2</sub> in a plasma environment.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102887"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024002221/pdfft?md5=3934367e81281f7feac89bf08b1767d0&pid=1-s2.0-S2212982024002221-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938719","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102886
Alejandro Belinchón, Álvaro Pereira, Elisa Hernández, Pablo Navarro, José Palomar
Nowadays there is an urgent need for mitigating CO2 emissions through clean energy and the development of new carbon capture and utilization (CCU) technologies. Among others, the use of bifunctional ionic liquids (ILs) addressed simultaneously CO2 capture and conversion steps, having applied successfully to the propylene carbonate production case. In this work, a systematic evaluation of all representative cyclic carbonate literature was made, covering ethylene, propylene, butylene, hexylene, cyclohexene, and styrene cyclic carbonates, in order to guide the product role within the integrated CCU (ICCU) concept. The multiscale strategy combining molecular simulation (DFT -Density Functional Theory-, COSMO -COnductor-like Screening MOdel-), process simulation (COSMO/Aspen methodology), and life cycle assessment (LCA) was used to set up, simulate and evaluate the processes. ICCU configuration is the best approach when compared with sequential configuration for energy consumption analysis (reduction of 28, 28, 22, 11 and 6 %, respectively, for ethylene, propylene, butylene, hexylene, and cyclohexene cases) and CO2 emissions associated (reduction of 38, 40, 31 and 14 %, respectively, for ethylene, propylene, butylene, and hexylene cases). The main variable of the results is the boiling point of the cyclic carbonate since heavy products impose technical limitations and even discard ICCU alternative. The ICCU concept works since all cyclic carbonates’ reaction enthalpies are higher than that of the IL-CO2 one, which reduces heating requirements. Finally, energy demand can be slightly further reduced, partially recycling the cyclic carbonate to the capture unit.
{"title":"Extending the application of bifunctional ionic liquid-based integrated capture and conversion of CO2 to produce cyclic carbonates","authors":"Alejandro Belinchón, Álvaro Pereira, Elisa Hernández, Pablo Navarro, José Palomar","doi":"10.1016/j.jcou.2024.102886","DOIUrl":"10.1016/j.jcou.2024.102886","url":null,"abstract":"<div><p>Nowadays there is an urgent need for mitigating CO<sub>2</sub> emissions through clean energy and the development of new carbon capture and utilization (CCU) technologies. Among others, the use of bifunctional ionic liquids (ILs) addressed simultaneously CO<sub>2</sub> capture and conversion steps, having applied successfully to the propylene carbonate production case. In this work, a systematic evaluation of all representative cyclic carbonate literature was made, covering ethylene, propylene, butylene, hexylene, cyclohexene, and styrene cyclic carbonates, in order to guide the product role within the integrated CCU (ICCU) concept. The multiscale strategy combining molecular simulation (DFT -Density Functional Theory-, COSMO -COnductor-like Screening MOdel-), process simulation (COSMO/Aspen methodology), and life cycle assessment (LCA) was used to set up, simulate and evaluate the processes. ICCU configuration is the best approach when compared with sequential configuration for energy consumption analysis (reduction of 28, 28, 22, 11 and 6 %, respectively, for ethylene, propylene, butylene, hexylene, and cyclohexene cases) and CO<sub>2</sub> emissions associated (reduction of 38, 40, 31 and 14 %, respectively, for ethylene, propylene, butylene, and hexylene cases). The main variable of the results is the boiling point of the cyclic carbonate since heavy products impose technical limitations and even discard ICCU alternative. The ICCU concept works since all cyclic carbonates’ reaction enthalpies are higher than that of the IL-CO<sub>2</sub> one, which reduces heating requirements. Finally, energy demand can be slightly further reduced, partially recycling the cyclic carbonate to the capture unit.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102886"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S221298202400221X/pdfft?md5=1e504a8e27420c0b868efcfbb9825d3f&pid=1-s2.0-S221298202400221X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938720","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102858
Hung-Lin Chen , Chung-Shin Lu , Fu-Yu Liu , Yu-Yun Lin , Chiing-Chang Chen , Dechun Zou
Conversion of CO2 into single-carbon (C1) or multi-carbon (C2+) compounds with high value-added chemicals is highly desirable but challenging. Under moderate, environmentally amiable conditions, photocatalysis may afford the deactivation and controllable C–C coupling of CO2. Here, we prepared K2Fe2O4/rGO, a photocatalyst containing magnetic ferrite, for CO2 photocatalytic reduction. The optimized K2Fe2O4/5 %rGO demonstrated the most efficient CO2-to-methane conversion performance of 23.35 µmol g−1 h−1, which is 3.24 and 2.49 times the conversion rate constant of K2Fe2O4 and rGO as photocatalytic catalysts, respectively. Therefore, the photocatalytic conversion of CO2 to hydrocarbons [e.g., CnH2n+2, CnH2n, and CnH2n-2 (n = 1–5)] with K2Fe2O4/rGO is an excellent method, with 100 % selectivity, for the production of multi-carbon hydrocarbons: 43 % CH4 and 57 % C2+. The time-varying concentrations of hydrocarbon profiles for the photocatalytic reduction of CO2 afford strong evidence for understanding the mechanisms underlying photoreduction. In an alkaline solution, K2Fe2O4/rGO can mediate CO2 photocatalytic reduction with simultaneous deoxygenation and C–C coupling.
{"title":"Efficiency of CO2 photoreduction to hydrocarbons with K2Fe2O4/rGO heterojunction as a photocatalyst","authors":"Hung-Lin Chen , Chung-Shin Lu , Fu-Yu Liu , Yu-Yun Lin , Chiing-Chang Chen , Dechun Zou","doi":"10.1016/j.jcou.2024.102858","DOIUrl":"https://doi.org/10.1016/j.jcou.2024.102858","url":null,"abstract":"<div><p>Conversion of CO<sub>2</sub> into single-carbon (C1) or multi-carbon (C2+) compounds with high value-added chemicals is highly desirable but challenging. Under moderate, environmentally amiable conditions, photocatalysis may afford the deactivation and controllable C–C coupling of CO<sub>2</sub>. Here, we prepared K<sub>2</sub>Fe<sub>2</sub>O<sub>4</sub>/rGO, a photocatalyst containing magnetic ferrite, for CO<sub>2</sub> photocatalytic reduction. The optimized K<sub>2</sub>Fe<sub>2</sub>O<sub>4</sub>/5 %rGO demonstrated the most efficient CO<sub>2</sub>-to-methane conversion performance of 23.35 µmol g<sup>−1</sup> h<sup>−1</sup>, which is 3.24 and 2.49 times the conversion rate constant of K<sub>2</sub>Fe<sub>2</sub>O<sub>4</sub> and rGO as photocatalytic catalysts, respectively. Therefore, the photocatalytic conversion of CO<sub>2</sub> to hydrocarbons [e.g., C<sub>n</sub>H<sub>2n+2</sub>, C<sub>n</sub>H<sub>2n</sub>, and C<sub>n</sub>H<sub>2n-2</sub> (n = 1–5)] with K<sub>2</sub>Fe<sub>2</sub>O<sub>4</sub>/rGO is an excellent method, with 100 % selectivity, for the production of multi-carbon hydrocarbons: 43 % CH<sub>4</sub> and 57 % C2+. The time-varying concentrations of hydrocarbon profiles for the photocatalytic reduction of CO<sub>2</sub> afford strong evidence for understanding the mechanisms underlying photoreduction. In an alkaline solution, K<sub>2</sub>Fe<sub>2</sub>O<sub>4</sub>/rGO can mediate CO<sub>2</sub> photocatalytic reduction with simultaneous deoxygenation and C–C coupling.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102858"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024001938/pdfft?md5=f094328476054485ee7152cd3e97966a&pid=1-s2.0-S2212982024001938-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141542320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102881
Ahmed Gamal , Khouloud Jlassi , Yahia H. Ahmad , Mengqi Tang , Siham Y. Al-Qaradawi , Mohamed M. Chehimi , Kenneth I. Ozoemena , Aboubakr M. Abdullah
Carbon-based materials have attracted significant attention in various catalytic applications. However, they are rarely reported for high-temperature catalytic reactions, owing to their limited thermal stability compared to other common materials such as silica and alumina, especially in oxidation reactions. CO2 methanation became a pivotal research hotspot due to its ability to contribute to greenhouse gas mitigation. In addition, CO2 methanation reactions can be carried out below 400 °C in a hydrogen atmosphere, which suits the thermal stability of many modified carbon materials. However, the number of reviews on CO2 methanation does not match the huge number of the experimental publications on CO2 methanation particularly reviews on carbon-supported catalysts. Motivated by the paucity of literature, including reviews on carbon-supported catalysts for CO2 methanation, this review is focused on the catalytic performance of the carbon-supported catalysts of CO2 methanation. It offers significant comparisons among all reported carbon-supported catalysts, providing a comprehensive study on the effect of the carbonaceous supports, such as graphene, biochar, and carbon nanotubes on the catalytic activity. In addition, it investigates the impact of promoters on the catalytic performance of the carbon-supported catalysts in CO2 methanation and highlights the preparation methods and their optimized metal compositions that lead to the highest activity and selectivity. We conclude with a brief synopsis on the current challenges and perspectives on the future directions. This study paves the way for broader usage of carbon-supported catalysts for different thermal catalytic applications, not limited to CO2 methanation.
碳基材料在各种催化应用中备受关注。然而,与二氧化硅和氧化铝等其他常见材料相比,碳基材料的热稳定性有限,尤其是在氧化反应中,因此很少有关于碳基材料用于高温催化反应的报道。一氧化碳甲烷化反应因其有助于减缓温室气体排放而成为研究热点。此外,一氧化碳甲烷化反应可在低于 400 °C 的氢气环境中进行,这适合许多改性碳材料的热稳定性。然而,有关一氧化碳甲烷化的综述数量与有关一氧化碳甲烷化的大量实验出版物并不匹配,尤其是有关碳支撑催化剂的综述。由于有关一氧化碳甲烷化的文献(包括碳支撑催化剂的综述)极少,本综述主要关注一氧化碳甲烷化碳支撑催化剂的催化性能。它对所有已报道的碳支撑催化剂进行了重要比较,全面研究了石墨烯、生物炭和碳纳米管等碳支撑物对催化活性的影响。此外,报告还研究了促进剂对碳支撑催化剂在 CO 甲烷化过程中催化性能的影响,并重点介绍了可获得最高活性和选择性的制备方法及其优化的金属成分。最后,我们简要概述了当前面临的挑战并展望了未来的发展方向。这项研究为碳支撑催化剂更广泛地用于不同的热催化应用(不仅限于一氧化碳甲烷化)铺平了道路。
{"title":"Carbon-supported catalysts for carbon dioxide methanation: A review","authors":"Ahmed Gamal , Khouloud Jlassi , Yahia H. Ahmad , Mengqi Tang , Siham Y. Al-Qaradawi , Mohamed M. Chehimi , Kenneth I. Ozoemena , Aboubakr M. Abdullah","doi":"10.1016/j.jcou.2024.102881","DOIUrl":"10.1016/j.jcou.2024.102881","url":null,"abstract":"<div><p>Carbon-based materials have attracted significant attention in various catalytic applications. However, they are rarely reported for high-temperature catalytic reactions, owing to their limited thermal stability compared to other common materials such as silica and alumina, especially in oxidation reactions. CO<sub>2</sub> methanation became a pivotal research hotspot due to its ability to contribute to greenhouse gas mitigation. In addition, CO<sub>2</sub> methanation reactions can be carried out below 400 °C in a hydrogen atmosphere, which suits the thermal stability of many modified carbon materials. However, the number of reviews on CO<sub>2</sub> methanation does not match the huge number of the experimental publications on CO<sub>2</sub> methanation particularly reviews on carbon-supported catalysts. Motivated by the paucity of literature, including reviews on carbon-supported catalysts for CO<sub>2</sub> methanation, this review is focused on the catalytic performance of the carbon-supported catalysts of CO<sub>2</sub> methanation. It offers significant comparisons among all reported carbon-supported catalysts, providing a comprehensive study on the effect of the carbonaceous supports, such as graphene, biochar, and carbon nanotubes on the catalytic activity. In addition, it investigates the impact of promoters on the catalytic performance of the carbon-supported catalysts in CO<sub>2</sub> methanation and highlights the preparation methods and their optimized metal compositions that lead to the highest activity and selectivity. We conclude with a brief synopsis on the current challenges and perspectives on the future directions. This study paves the way for broader usage of carbon-supported catalysts for different thermal catalytic applications, not limited to CO<sub>2</sub> methanation.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102881"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024002166/pdfft?md5=bd0acfc9037e997bfada54ff8e43f7ba&pid=1-s2.0-S2212982024002166-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938716","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102877
Dianchao Wang , Qihang Tan , Yiren Wang , Gaoyang Liu , Zheng Lu , Chongqiang Zhu , Bochao Sun
With the development of the circular economy and low-carbon society, the large-scale application of construction solid waste in buildings, such as recycled concrete, is becoming imperative. Accurately predicting the carbonation depth of recycled concrete is of great significance. Quantitatively analyzing the impact of each parameter on carbonation and elucidating the relationships between these parameters present challenges in predicting the carbonation of recycled concrete. In this study, different machine learning models and prediction equation models were applied and compared to predict the carbonation depth of 576 datasets associated with recycled concrete. The machine learning models used include Automation Machine Learning (AutoML), LightGBM, CatBoost, Neural Networks, Extra Trees, Random Forest, XGBoost, KNN (K-Nearest Neighbor). The results indicate that the machine learning method shows higher accuracy than the traditional equation, the AutoML model exhibits the best prediction accuracy among the investigated machine learning models, and carbonation test results further verified the favorable carbonation depth prediction effects of AutoML model. Furthermore, SHAP (Shapley Additive Explanations) was utilized to quantitatively analyze and explain the prediction results. The results demonstrate that carbonation time and the water to cement (W/C) ratio of recycled concrete have the most significant impact on the carbonation depth of recycled concrete buildings.
{"title":"Carbonation depth prediction and parameter influential analysis of recycled concrete buildings","authors":"Dianchao Wang , Qihang Tan , Yiren Wang , Gaoyang Liu , Zheng Lu , Chongqiang Zhu , Bochao Sun","doi":"10.1016/j.jcou.2024.102877","DOIUrl":"10.1016/j.jcou.2024.102877","url":null,"abstract":"<div><p>With the development of the circular economy and low-carbon society, the large-scale application of construction solid waste in buildings, such as recycled concrete, is becoming imperative. Accurately predicting the carbonation depth of recycled concrete is of great significance. Quantitatively analyzing the impact of each parameter on carbonation and elucidating the relationships between these parameters present challenges in predicting the carbonation of recycled concrete. In this study, different machine learning models and prediction equation models were applied and compared to predict the carbonation depth of 576 datasets associated with recycled concrete. The machine learning models used include Automation Machine Learning (AutoML), LightGBM, CatBoost, Neural Networks, Extra Trees, Random Forest, XGBoost, KNN (K-Nearest Neighbor). The results indicate that the machine learning method shows higher accuracy than the traditional equation, the AutoML model exhibits the best prediction accuracy among the investigated machine learning models, and carbonation test results further verified the favorable carbonation depth prediction effects of AutoML model. Furthermore, SHAP (Shapley Additive Explanations) was utilized to quantitatively analyze and explain the prediction results. The results demonstrate that carbonation time and the water to cement (W/C) ratio of recycled concrete have the most significant impact on the carbonation depth of recycled concrete buildings.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102877"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024002129/pdfft?md5=d51d815fe5ab6a2f595ca851ed99cddf&pid=1-s2.0-S2212982024002129-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141639384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102874
Hongliang Wang , Chengbu Liu , Dongju Zhang
DFT calculations on synthesis of benzothiazoles via cyclization of 2-aminothiophenols with CO2 and triethoxysilane have revealed a novel mechanism that fundamentally differs from previously proposed mechanisms. In this new mechanism, the acetate anion plays a pivotal role in both stages of the reaction: first, in the formation of the formoxysilane intermediate via CO2 reduction, and second, in its subsequent transformation to the product, benzothiazoles. The acetate anion acts as a nucleophile to activate the Si−H bond of triethoxysilane in the CO2 reduction stage and as a base, deprotonating 2-aminothiophenol and generating a HOAc molecule, which then acts as a proton shuttle in the subsequent transformations leading to the final product. Throughout the whole reaction process, it is the acetate anion that plays a substantial role in catalyzing the reaction by activating the Si–H bond of triethoxysilane, contrasting with the previous notion that the imidazolium cation activates CO2 through the formation of a NHC-CO2 adduct. Furthermore, the proposed mechanism offers a rational explanation for the observed inefficiency of imidazolium trifluoromethansulfonate as a catalyst for this reaction. The elucidation of this new mechanism sheds light on the intricate details of the benzothiazole synthesis and may inspire further investigations in this field.
{"title":"Mechanistic insight into C−S bond construction using CO2 as a carbon source: Synthesis of benzothiazoles from 2-aminothiophenols in imidazolium acetate","authors":"Hongliang Wang , Chengbu Liu , Dongju Zhang","doi":"10.1016/j.jcou.2024.102874","DOIUrl":"10.1016/j.jcou.2024.102874","url":null,"abstract":"<div><p>DFT calculations on synthesis of benzothiazoles via cyclization of 2-aminothiophenols with CO<sub>2</sub> and triethoxysilane have revealed a novel mechanism that fundamentally differs from previously proposed mechanisms. In this new mechanism, the acetate anion plays a pivotal role in both stages of the reaction: first, in the formation of the formoxysilane intermediate via CO<sub>2</sub> reduction, and second, in its subsequent transformation to the product, benzothiazoles. The acetate anion acts as a nucleophile to activate the Si−H bond of triethoxysilane in the CO<sub>2</sub> reduction stage and as a base, deprotonating 2-aminothiophenol and generating a HOAc molecule, which then acts as a proton shuttle in the subsequent transformations leading to the final product. Throughout the whole reaction process, it is the acetate anion that plays a substantial role in catalyzing the reaction by activating the Si–H bond of triethoxysilane, contrasting with the previous notion that the imidazolium cation activates CO<sub>2</sub> through the formation of a NHC-CO<sub>2</sub> adduct. Furthermore, the proposed mechanism offers a rational explanation for the observed inefficiency of imidazolium trifluoromethansulfonate as a catalyst for this reaction. The elucidation of this new mechanism sheds light on the intricate details of the benzothiazole synthesis and may inspire further investigations in this field.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102874"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024002099/pdfft?md5=ffc2d79b3f707d728fe2a296550ce229&pid=1-s2.0-S2212982024002099-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141639385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102876
Yongpang Liao , Mingxin Shi , Ruicong Gao , Feiyue Ma , Run-Sheng Lin , Yan Lv , Ziqiang Chen
To reduce the environmental impact of cement production and carbon emissions, the use of supplementary cementitious materials to replace part of the clinker and carbonation curing are two of the most effective strategies for reducing carbon dioxide emissions in the cement and concrete industry. This study mainly explores the effects of calcined clay on cement-based materials under different curing conditions (normal curing and carbonation curing), as well as the synergistic effect of calcined clay and carbide slag under different curing conditions. The results demonstrate that: (1) Calcined clays can undergo pozzolanic reactions with hydration products such as Ca(OH)2. Additionally, the acceleration of the carbonation rate by calcined clay is comparable to that of quartz powder, yet the strength during the later stages of carbonation is slightly higher than that of the sample with added quartz, possibly due to the generation of more gel. (2) The addition of quartz helps to enhance the rate of carbonation. However, when cement is replaced by quartz and burnt clay at the same time (the dilution effect is dominant and the diffusion of CO2 is fast), it will cause premature carbonation of the samples, resulting in the later carbonation strength being lower than the normal cured strength. (3) The dilution effect caused by the large dosage replacement of calcined clay and calcium carbide slag leads to a reduction in strength. However, the higher Ca(OH)2 content in carbide slag and its synergistic effect with calcined clay can mitigate some of the negative effects of dilution.
{"title":"Preliminary exploration of the hydration-carbonation coupling mechanism of low-carbon calcined clay-carbide slag-cement composites","authors":"Yongpang Liao , Mingxin Shi , Ruicong Gao , Feiyue Ma , Run-Sheng Lin , Yan Lv , Ziqiang Chen","doi":"10.1016/j.jcou.2024.102876","DOIUrl":"https://doi.org/10.1016/j.jcou.2024.102876","url":null,"abstract":"<div><p>To reduce the environmental impact of cement production and carbon emissions, the use of supplementary cementitious materials to replace part of the clinker and carbonation curing are two of the most effective strategies for reducing carbon dioxide emissions in the cement and concrete industry. This study mainly explores the effects of calcined clay on cement-based materials under different curing conditions (normal curing and carbonation curing), as well as the synergistic effect of calcined clay and carbide slag under different curing conditions. The results demonstrate that: (1) Calcined clays can undergo pozzolanic reactions with hydration products such as Ca(OH)<sub>2</sub>. Additionally, the acceleration of the carbonation rate by calcined clay is comparable to that of quartz powder, yet the strength during the later stages of carbonation is slightly higher than that of the sample with added quartz, possibly due to the generation of more gel. (2) The addition of quartz helps to enhance the rate of carbonation. However, when cement is replaced by quartz and burnt clay at the same time (the dilution effect is dominant and the diffusion of CO<sub>2</sub> is fast), it will cause premature carbonation of the samples, resulting in the later carbonation strength being lower than the normal cured strength. (3) The dilution effect caused by the large dosage replacement of calcined clay and calcium carbide slag leads to a reduction in strength. However, the higher Ca(OH)<sub>2</sub> content in carbide slag and its synergistic effect with calcined clay can mitigate some of the negative effects of dilution.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102876"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024002117/pdfft?md5=22e3cc2fb5f0298fbeeaaf1620756445&pid=1-s2.0-S2212982024002117-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141607875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102889
Hong-Joon Choi , Taekgeun Oh , Namkon Lee , Indong Jang , Jung-Jun Park , Doo-Yeol Yoo
This study executed a series of tests to validate and assess the mechanical characteristics, pore structures, and chemical components of carbon consuming concrete (CCC), which employs an electric arc furnace (EAF) slag to enhance carbon consumption. Mixing variables were categorized based on the cement replacement ratio of electric arc furnace reduction slag (ERS) powder and the use of nanobubble water, which captured carbon dioxide (CO2). The mechanical performance was appraised through a compressive strength test, while the shrinkage behavior in a high-concentration CO2 atmosphere was observed to compare autogenous, drying, and carbonation shrinkage. Matrix homogeneity was determined through mercury intrusion porosimetry (MIP) analysis. Energy-dispersive spectrometer (EDS) mapping, differential thermogravimetry (DTG), Fourier transform infrared spectroscopy (FTIR), and X-ray diffraction (XRD) were employed to examine the quantity of carbon fixation and the production of major components. The inclusion of ERS exhibited positive impacts on durability, such as increasing carbonation shrinkage resistance and reducing porosity in the long term. Concurrently, enhancements in compressive strengths were observed owing to the elevated formation of major components. Ultimately, it was established that the incorporation of ERS positively influences the amount of CO2 consumption.
本研究进行了一系列测试,以验证和评估碳消耗混凝土(CCC)的力学特性、孔隙结构和化学成分,该混凝土采用电弧炉(EAF)炉渣来提高碳消耗。根据电弧炉还原渣(ERS)粉末的水泥替代率和捕获二氧化碳(CO)的纳米气泡水的使用情况,对混合变量进行了分类。机械性能通过抗压强度测试进行评估,而在高浓度 CO 气氛中的收缩行为则通过比较自生收缩、干燥收缩和碳化收缩进行观察。基质均匀性是通过汞渗入孔隙度(MIP)分析确定的。能量色散光谱仪 (EDS) 制图、差热分析 (DTG)、傅立叶变换红外光谱仪 (FTIR) 和 X 射线衍射 (XRD) 被用来检测碳固定的数量和主要成分的产生。加入 ERS 对耐久性有积极的影响,如增加抗碳化收缩性和减少长期孔隙率。同时,由于主要成分的形成增加,抗压强度也有所提高。最终证实,ERS 的加入会对二氧化碳的消耗量产生积极影响。
{"title":"Carbon consuming concrete (CCC): A comprehensive study on mechanical properties and carbon uptake with electric arc furnace reduction slag","authors":"Hong-Joon Choi , Taekgeun Oh , Namkon Lee , Indong Jang , Jung-Jun Park , Doo-Yeol Yoo","doi":"10.1016/j.jcou.2024.102889","DOIUrl":"10.1016/j.jcou.2024.102889","url":null,"abstract":"<div><p>This study executed a series of tests to validate and assess the mechanical characteristics, pore structures, and chemical components of carbon consuming concrete (CCC), which employs an electric arc furnace (EAF) slag to enhance carbon consumption. Mixing variables were categorized based on the cement replacement ratio of electric arc furnace reduction slag (ERS) powder and the use of nanobubble water, which captured carbon dioxide (CO<sub>2</sub>). The mechanical performance was appraised through a compressive strength test, while the shrinkage behavior in a high-concentration CO<sub>2</sub> atmosphere was observed to compare autogenous, drying, and carbonation shrinkage. Matrix homogeneity was determined through mercury intrusion porosimetry (MIP) analysis. Energy-dispersive spectrometer (EDS) mapping, differential thermogravimetry (DTG), Fourier transform infrared spectroscopy (FTIR), and X-ray diffraction (XRD) were employed to examine the quantity of carbon fixation and the production of major components. The inclusion of ERS exhibited positive impacts on durability, such as increasing carbonation shrinkage resistance and reducing porosity in the long term. Concurrently, enhancements in compressive strengths were observed owing to the elevated formation of major components. Ultimately, it was established that the incorporation of ERS positively influences the amount of CO<sub>2</sub> consumption.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102889"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024002245/pdfft?md5=43cfd12ee9b0430b07c18ac0ea28f0a0&pid=1-s2.0-S2212982024002245-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141938713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-01DOI: 10.1016/j.jcou.2024.102882
Deqiang Zhao , Qiuhong Li , Ling Yu , Yongjie Cao , Heng Lu , Qingkong Chen , Lei Jiang , Bojie Yuan
Global warming, primarily driven by emissions of greenhouse gases, particularly carbon dioxide, has emerged as a widely acknowledged concern. Hence, the development of novel carbon capture materials with high capacity and low cost holds substantial practical significance. This study investigates the influence of aging time, pH, and copper salt on the synthesis of Cu2(OH)PO4 and its CO2 adsorption performance. Cu2(OH)PO4 adsorbents were synthesized under various aging time, pH, and copper salt conditions, and their morphology and surface functional groups were characterized. Experimental findings indicate that excessively prolonged or abbreviated aging times adversely affect the formation of distinct, discernible lamellar structures within the material. Different pH levels influence the stacking configuration of the lamellae, impacting both their thickness and size. Under acidic conditions, lamellae exhibit dispersed three-dimensional stacking; under neutral conditions, lamellae notably enlarge and demonstrate two-dimensional stacking; at pH 9, lamellae stack three-dimensionally and aggregate. Additionally, the CO2 adsorption performance of Cu2(OH)PO4 adsorbents synthesized with different copper salts varies. By examining the relationship between surface functional group content and CO2 adsorption capacity, we deduced the mechanism by which various synthesis conditions affect both surface functional groups and adsorption capacity. Cu2(OH)PO4 synthesized with a 24 h aging time, pH 7, and CuSO4 as the copper salt exhibits the highest CO2 adsorption capacity, achieving 1.006 mmol/g.
{"title":"Morphology, functional groups, and CO2 adsorption performance of Cu2(OH)PO4: Effects of synthesis conditions","authors":"Deqiang Zhao , Qiuhong Li , Ling Yu , Yongjie Cao , Heng Lu , Qingkong Chen , Lei Jiang , Bojie Yuan","doi":"10.1016/j.jcou.2024.102882","DOIUrl":"10.1016/j.jcou.2024.102882","url":null,"abstract":"<div><p>Global warming, primarily driven by emissions of greenhouse gases, particularly carbon dioxide, has emerged as a widely acknowledged concern. Hence, the development of novel carbon capture materials with high capacity and low cost holds substantial practical significance. This study investigates the influence of aging time, pH, and copper salt on the synthesis of Cu<sub>2</sub>(OH)PO<sub>4</sub> and its CO<sub>2</sub> adsorption performance. Cu<sub>2</sub>(OH)PO<sub>4</sub> adsorbents were synthesized under various aging time, pH, and copper salt conditions, and their morphology and surface functional groups were characterized. Experimental findings indicate that excessively prolonged or abbreviated aging times adversely affect the formation of distinct, discernible lamellar structures within the material. Different pH levels influence the stacking configuration of the lamellae, impacting both their thickness and size. Under acidic conditions, lamellae exhibit dispersed three-dimensional stacking; under neutral conditions, lamellae notably enlarge and demonstrate two-dimensional stacking; at pH 9, lamellae stack three-dimensionally and aggregate. Additionally, the CO<sub>2</sub> adsorption performance of Cu<sub>2</sub>(OH)PO<sub>4</sub> adsorbents synthesized with different copper salts varies. By examining the relationship between surface functional group content and CO<sub>2</sub> adsorption capacity, we deduced the mechanism by which various synthesis conditions affect both surface functional groups and adsorption capacity. Cu<sub>2</sub>(OH)PO<sub>4</sub> synthesized with a 24 h aging time, pH 7, and CuSO<sub>4</sub> as the copper salt exhibits the highest CO<sub>2</sub> adsorption capacity, achieving 1.006 mmol/g.</p></div>","PeriodicalId":350,"journal":{"name":"Journal of CO2 Utilization","volume":"85 ","pages":"Article 102882"},"PeriodicalIF":7.2,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212982024002178/pdfft?md5=f9ad00a10868af8ad1a9143dd68a9764&pid=1-s2.0-S2212982024002178-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141736403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}