Pub Date : 2025-12-30DOI: 10.1016/j.ces.2025.123280
Changmei Liao , Dongzhi Wang , Jiaqi Liu , Wenqian Sang , Zhiqiang Yao , Mingdong Yu , Jianpeng Deng , Sen Yuan
Polyurethane (PU) is a polymer material widely used in coatings, composites, and elastomers owing to exceptional adhesion, high wear resistance, robust mechanical properties and tunable elasticity. However, the inherent pore defects of polyurethane limit the improvement of its mechanical properties and surface glossiness. Isocyanates are highly sensitive to moisture, leading to the formation of CO2 bubbles. This paper for the first time proposes a one-step foaming elimination-water separation modification strategy using 3-aminopropyltriethoxysilane (APTES). APTES was used as a dual-parent defoaming reagent to prepare a series of APTES-based polyurethane resins with a good bubble-free nature, high mechanical strength, and excellent thermal stability. SEM and CT characterizations revealed that APTES served as an excellent defoaming and foam-inhibiting agent. With the addition of 3 % APTES, the porosity and average pore diameter of the polyurethane resin were eliminated, decreasing from 4.45 % and 189 μm to 0 %. This resulted in bubble-free PU5 and PU6 resins with approximately 28 % higher flexural strength and 16 % higher compressive strength than the neat resin. Additionally, the thermal stability of PU6 was effectively improved by 71.82–74.06 % in the temperature range of 400–800 °C.
{"title":"Silane-assisted regulation of bubble inhibition in polyurethane under humid conditions","authors":"Changmei Liao , Dongzhi Wang , Jiaqi Liu , Wenqian Sang , Zhiqiang Yao , Mingdong Yu , Jianpeng Deng , Sen Yuan","doi":"10.1016/j.ces.2025.123280","DOIUrl":"10.1016/j.ces.2025.123280","url":null,"abstract":"<div><div>Polyurethane (PU) is a polymer material widely used in coatings, composites, and elastomers owing to exceptional adhesion, high wear resistance, robust mechanical properties and tunable elasticity. However, the inherent pore defects of polyurethane limit the improvement of its mechanical properties and surface glossiness. Isocyanates are highly sensitive to moisture, leading to the formation of CO<sub>2</sub> bubbles. This paper for the first time proposes a one-step foaming elimination-water separation modification strategy using 3-aminopropyltriethoxysilane (APTES). APTES was used as a dual-parent defoaming reagent to prepare a series of APTES-based polyurethane resins with a good bubble-free nature, high mechanical strength, and excellent thermal stability. SEM and CT characterizations revealed that APTES served as an excellent defoaming and foam-inhibiting agent. With the addition of 3 % APTES, the porosity and average pore diameter of the polyurethane resin were eliminated, decreasing from 4.45 % and 189 μm to 0 %. This resulted in bubble-free PU5 and PU6 resins with approximately 28 % higher flexural strength and 16 % higher compressive strength than the neat resin. Additionally, the thermal stability of PU6 was effectively improved by 71.82–74.06 % in the temperature range of 400–800 °C.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"324 ","pages":"Article 123280"},"PeriodicalIF":4.3,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145940949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-30DOI: 10.1016/j.ces.2025.123179
Ronghua Liang , Caizong Bao , Fangxin Li , Ruru Ma , Chunfa Miao , Peizhe Cui , Xin Li , Yinglong Wang , Ekemini Ituen
Ionic liquids (ILs) hold significant promise in separation, catalysis, and electrochemistry, with diffusion coefficients critically influencing their transport properties. However, accurately predicting these coefficients remains challenging. This study establishes a unified framework for predicting self-diffusion and mutual diffusion coefficients in IL systems. Three datasets were compiled, and two types of descriptors, namely molecular structural descriptors (MSD) and fragment feature descriptors (FFD), were combined with Random Forest and Multilayer Perceptron (MLP) models, whose hyperparameters were systematically optimized using Bayesian optimization. The MSD-MLP model achieved superior accuracy across all prediction tasks, with coefficients of determination ranging from 0.991 to 0.994 and the lowest error metrics, demonstrating strong generalization. Furthermore, SHapley Additive Explanations (SHAP) analysis identified the key structural features governing the diffusion performance of ionic liquids, revealed the underlying physicochemical mechanisms of diffusion, and elucidated the intrinsic structure–property relationships, providing deep insights for the rational tuning and optimization of diffusion behavior in ILs.
{"title":"Explainable machine learning for predicting and interpreting diffusion behavior in ionic liquids","authors":"Ronghua Liang , Caizong Bao , Fangxin Li , Ruru Ma , Chunfa Miao , Peizhe Cui , Xin Li , Yinglong Wang , Ekemini Ituen","doi":"10.1016/j.ces.2025.123179","DOIUrl":"10.1016/j.ces.2025.123179","url":null,"abstract":"<div><div>Ionic liquids (ILs) hold significant promise in separation, catalysis, and electrochemistry, with diffusion coefficients critically influencing their transport properties. However, accurately predicting these coefficients remains challenging. This study establishes a unified framework for predicting self-diffusion and mutual diffusion coefficients in IL systems. Three datasets were compiled, and two types of descriptors, namely molecular structural descriptors (MSD) and fragment feature descriptors (FFD), were combined with Random Forest and Multilayer Perceptron (MLP) models, whose hyperparameters were systematically optimized using Bayesian optimization. The MSD-MLP model achieved superior accuracy across all prediction tasks, with coefficients of determination ranging from 0.991 to 0.994 and the lowest error metrics, demonstrating strong generalization. Furthermore, SHapley Additive Explanations (SHAP) analysis identified the key structural features governing the diffusion performance of ionic liquids, revealed the underlying physicochemical mechanisms of diffusion, and elucidated the intrinsic structure–property relationships, providing deep insights for the rational tuning and optimization of diffusion behavior in ILs.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"323 ","pages":"Article 123179"},"PeriodicalIF":4.3,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145939153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123232
Zhongyu Du, Shiliang Yang, Guirong Bao, Hua Wang
The top-submerged lance (TSL) furnace is widely utilized in non-ferrous metal smelting, where the design of the lance plays a crucial role in determining smelting efficiency and process stability. This study elucidates the influence of different lance structures (i.e., varying oxygen tube diameters and mixing zone lengths) on the stirring dynamics of the TSL furnace. Based on model validation, the flow characteristics of gas within the lance are analyzed. Subsequently, the stirring zone, impact cavity, and melt splashing behavior under different lance configurations are examined. The results indicate that the addition of swirlers to the lance can convert up to 20.8 % of the axial momentum into tangential momentum, thereby ensuring tangential stirring within the bath. Reducing the diameter of the lance’s intermediate layer increases the tangential momentum at the lance outlet, resulting in a 13.4 % increase in the volume of the impact cavity. Extending the length of the mixing zone optimizes the velocity distribution and enhances the stability of gas flow, leading to a 46 % increase in the cavity volume. Utilizing the Pareto multi-objective optimization approach, optimal lance configurations for the TSL bath smelting process are delineated for two distinct production priorities: maximizing stirring efficiency and extending furnace lining longevity. The configurations, are established as Dml = 0.149 m, Lm = 0.6 m; Dml = 0.170 m, Lm = 0.3 m, respectively. This study provides in-depth insights into the single-phase swirling characteristics within the lance and the complex multiphase stirring behavior within the bath. The findings offer significant guidance for the optimal design of lances in practical smelting processes and provide essential theoretical support for the design, operation, and optimization of TSL furnaces.
浸没式喷枪炉在有色金属冶炼中得到广泛应用,喷枪的设计对冶炼效率和工艺稳定性起着至关重要的作用。本研究阐明了不同的喷枪结构(即不同的氧管直径和混合区长度)对TSL炉搅拌动力学的影响。在模型验证的基础上,分析了喷枪内气体的流动特性。随后,研究了不同喷枪结构下的搅拌区、冲击腔和熔体飞溅行为。结果表明,在喷管中加入旋流器可将高达20.8%的轴向动量转化为切向动量,从而保证了槽内的切向搅拌。减小喷枪中间层的直径增加了喷枪出口的切向动量,导致冲击腔的体积增加13.4%。延长混合区长度优化了速度分布,增强了气体流动的稳定性,使腔体体积增加了46%。利用Pareto多目标优化方法,对TSL熔池熔炼过程的最佳喷枪配置进行了描述,以满足两个不同的生产优先事项:最大化搅拌效率和延长炉衬寿命。构造为:Dml = 0.149 m, Lm = 0.6 m;Dml = 0.170 m, Lm = 0.3 m。该研究对喷枪内的单相旋转特性和槽内复杂的多相搅拌行为提供了深入的见解。研究结果对实际冶炼过程中钢枪的优化设计具有重要的指导意义,并为TSL炉的设计、运行和优化提供了重要的理论支持。
{"title":"CFD study of enhanced stirring mechanism of swirler and lance structure in top-submerged lance bath smelting process","authors":"Zhongyu Du, Shiliang Yang, Guirong Bao, Hua Wang","doi":"10.1016/j.ces.2025.123232","DOIUrl":"10.1016/j.ces.2025.123232","url":null,"abstract":"<div><div>The top-submerged lance (TSL) furnace is widely utilized in non-ferrous metal smelting, where the design of the lance plays a crucial role in determining smelting efficiency and process stability. This study elucidates the influence of different lance structures (i.e., varying oxygen tube diameters and mixing zone lengths) on the stirring dynamics of the TSL furnace. Based on model validation, the flow characteristics of gas within the lance are analyzed. Subsequently, the stirring zone, impact cavity, and melt splashing behavior under different lance configurations are examined. The results indicate that the addition of swirlers to the lance can convert up to 20.8 % of the axial momentum into tangential momentum, thereby ensuring tangential stirring within the bath. Reducing the diameter of the lance’s intermediate layer increases the tangential momentum at the lance outlet, resulting in a 13.4 % increase in the volume of the impact cavity. Extending the length of the mixing zone optimizes the velocity distribution and enhances the stability of gas flow, leading to a 46 % increase in the cavity volume. Utilizing the Pareto multi-objective optimization approach, optimal lance configurations for the TSL bath smelting process are delineated for two distinct production priorities: maximizing stirring efficiency and extending furnace lining longevity. The configurations, are established as <em>D<sub>ml</sub></em> = 0.149 m, <em>L<sub>m</sub></em> = 0.6 m; <em>D<sub>ml</sub></em> = 0.170 m, <em>L<sub>m</sub></em> = 0.3 m, respectively. This study provides in-depth insights into the single-phase swirling characteristics within the lance and the complex multiphase stirring behavior within the bath. The findings offer significant guidance for the optimal design of lances in practical smelting processes and provide essential theoretical support for the design, operation, and optimization of TSL furnaces.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"324 ","pages":"Article 123232"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145940883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123224
Christian O. Oko , Berin Šeta , Aliaksandr Mialdun , Mounir M. Bou-Ali , Valentina Shevtsova , Arnault Lassin , Henri Bataller
Understanding transport and mixing in stratified saline systems is critical for predicting the behavior of brines in natural aquifers, industrial reservoirs, and engineered disposal sites. These multi-ion solutions often exhibit complex instabilities driven by differential diffusion and compositional gradients. The onset and morphology of such convective mixing remain poorly predicted. We investigated double-diffusive (DD) and diffusion-layer convection (DLC) in superimposed aqueous solutions of the salts typical of saline aquifers, sodium chloride (NaCl) and sodium sulphate (Na2SO4). The study combines thermodynamic modeling, optical interferometry experiments, and nonlinear numerical simulations to explore convective instabilities in a ternary system. Our findings reveal a rich variety of convective scenarios depending on salt configuration and concentration ratios. When the faster-diffusing NaCl was placed above Na2SO4, diffusion-layer convection occurred with a delayed and asymmetric onset of instability, an experimentally demonstrated feature not reported previously. In contrast, when the positions were reversed, the system developed double-diffusive fingers that grew slowly due to the small density ratio. These fingers exhibited an unusual morphology, consisting of extremely fine, vertically textured structures that gradually merged away from the interface. This formed a large area of diffuse mixing and suppression of coherent convective structures. In all cases, classical stability criteria failed to fully predict the onset and nature of convection. Instead, we identified the initial position of the system on the stability map, as determined by the full diffusion matrix, as a critical factor.
{"title":"Salinity-driven convection mechanisms in stratified brines","authors":"Christian O. Oko , Berin Šeta , Aliaksandr Mialdun , Mounir M. Bou-Ali , Valentina Shevtsova , Arnault Lassin , Henri Bataller","doi":"10.1016/j.ces.2025.123224","DOIUrl":"10.1016/j.ces.2025.123224","url":null,"abstract":"<div><div>Understanding transport and mixing in stratified saline systems is critical for predicting the behavior of brines in natural aquifers, industrial reservoirs, and engineered disposal sites. These multi-ion solutions often exhibit complex instabilities driven by differential diffusion and compositional gradients. The onset and morphology of such convective mixing remain poorly predicted. We investigated double-diffusive (DD) and diffusion-layer convection (DLC) in superimposed aqueous solutions of the salts typical of saline aquifers, sodium chloride (NaCl) and sodium sulphate (Na<sub>2</sub>SO<sub>4</sub>). The study combines thermodynamic modeling, optical interferometry experiments, and nonlinear numerical simulations to explore convective instabilities in a ternary system. Our findings reveal a rich variety of convective scenarios depending on salt configuration and concentration ratios. When the faster-diffusing NaCl was placed above Na<sub>2</sub>SO<sub>4</sub>, diffusion-layer convection occurred with a delayed and asymmetric onset of instability, an experimentally demonstrated feature not reported previously. In contrast, when the positions were reversed, the system developed double-diffusive fingers that grew slowly due to the small density ratio. These fingers exhibited an unusual morphology, consisting of extremely fine, vertically textured structures that gradually merged away from the interface. This formed a large area of diffuse mixing and suppression of coherent convective structures. In all cases, classical stability criteria failed to fully predict the onset and nature of convection. Instead, we identified the initial position of the system on the stability map, as determined by the full diffusion matrix, as a critical factor.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"324 ","pages":"Article 123224"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145974288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123271
Yuzhi Ke , Wei Yuan , Shaopeng Zhang , Liang Lu , Xi Wang , Wei Zhou
Proton exchange membrane fuel cells (PEMFCs) have become a leading hydrogen energy conversion technology, where synergistic effect of the membrane-electrode component critically enhances the electrochemical performance. This work proposes a novel three-dimensional (3D) interface engineering based on the advanced surface-microstructured polymer electrolyte membrane (PEM), addressing the challenges of the high-performance output for PEMFCs under the harsh operating conditions. The optimized functional microstructures and excellent electrochemical reaction performance within the 3D PEM-catalyst layer (CL) are demonstrated without the need for external humidification and backpressure. Results show that the microstructured PEM significantly enhance the electrochemically active surface area (ECSA) and reduce the mass transport resistance within the CL. The PEMFC based on the optimized microstructured PEM (P4-membrane) exhibits excellent electrochemical performance (39.3 % enhanced peak power density and 135.8 % enhanced ECSA) and high durability (only decline rate of 0.34 mV h−1 after 110 h) with the same low catalyst loading and extreme operating conditions, compared to the conventional PEMFC based on the commercial smooth PEM. We believe that the structure-controlled 3D PEM-CL architecture will provide a new pathway to design and fabricate high performance electrode for PEMFCs, as well as other electrochemical devices that require the functionalized surface and mass transfer.
{"title":"Performance enhancement of proton exchange membrane fuel cells with conformal membrane-electrode synergistic effect","authors":"Yuzhi Ke , Wei Yuan , Shaopeng Zhang , Liang Lu , Xi Wang , Wei Zhou","doi":"10.1016/j.ces.2025.123271","DOIUrl":"10.1016/j.ces.2025.123271","url":null,"abstract":"<div><div>Proton exchange membrane fuel cells (PEMFCs) have become a leading hydrogen energy conversion technology, where synergistic effect of the membrane-electrode component critically enhances the electrochemical performance. This work proposes a novel three-dimensional (3D) interface engineering based on the advanced surface-microstructured polymer electrolyte membrane (PEM), addressing the challenges of the high-performance output for PEMFCs under the harsh operating conditions. The optimized functional microstructures and excellent electrochemical reaction performance within the 3D PEM-catalyst layer (CL) are demonstrated without the need for external humidification and backpressure. Results show that the microstructured PEM significantly enhance the electrochemically active surface area (ECSA) and reduce the mass transport resistance within the CL. The PEMFC based on the optimized microstructured PEM (P4-membrane) exhibits excellent electrochemical performance (39.3 % enhanced peak power density and 135.8 % enhanced ECSA) and high durability (only decline rate of 0.34 mV h<sup>−1</sup> after 110 h) with the same low catalyst loading and extreme operating conditions, compared to the conventional PEMFC based on the commercial smooth PEM. We believe that the structure-controlled 3D PEM-CL architecture will provide a new pathway to design and fabricate high performance electrode for PEMFCs, as well as other electrochemical devices that require the functionalized surface and mass transfer.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"323 ","pages":"Article 123271"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145881132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123275
Peiwen Wu , Kailong Yu , Shuaishuai Zhou , Jing He , Haiyan Ji , Linlin Chen , Yan Huang , Hui Liu , Jixing Liu , Huaming Li , Wenshuai Zhu
Efficient oxidative desulfurization (ODS) of aromatic sulfur compounds under mild and green conditions remains a major challenge due to the limited activation ability of molecular oxygen and poor stability of traditional catalysts. In this work, a series of HPMo@MIL-100 catalysts were synthesized for ODS of fuel oils using molecular oxygen as a green oxidant. The introduction of HPMo into the MIL-100 framework not only improved the catalytic performance but also significantly regulated the electronic environment of the Fe active centers. Structural and electronic characterizations confirmed that HPMo incorporation decreased crystallinity, increased surface defects, and facilitated electron transfer within the framework. Detailed experiments identified superoxide radicals as the dominant reactive species, efficiently generated under the synergistic effect of HPMo and MIL-100. The optimized catalyst, HPMo@MIL-100–2, achieved complete removal of aromatic sulfides within 3 h at 120 °C and the aromatic sulfides were selectively conversed to corresponding sulfones. In addition, the catalyst demonstrated excellent recyclability, which can be reused 9 times without significant decrease in ODS performance. Furthermore, a desulfurization efficiency of 95.7 % was achieved to real FCC diesel, highlighting the catalyst’s potential for industrial application. This study provides an effective strategy for tuning MOF catalytic systems through electron modulation, enabling highly efficient, selective, and recyclable ODS performance under mild conditions.
{"title":"Electron structure engineering of MIL-100 via HPMo confinement for advanced oxidative desulfurization catalysis","authors":"Peiwen Wu , Kailong Yu , Shuaishuai Zhou , Jing He , Haiyan Ji , Linlin Chen , Yan Huang , Hui Liu , Jixing Liu , Huaming Li , Wenshuai Zhu","doi":"10.1016/j.ces.2025.123275","DOIUrl":"10.1016/j.ces.2025.123275","url":null,"abstract":"<div><div>Efficient oxidative desulfurization (ODS) of aromatic sulfur compounds under mild and green conditions remains a major challenge due to the limited activation ability of molecular oxygen and poor stability of traditional catalysts. In this work, a series of HPMo@MIL-100 catalysts were synthesized for ODS of fuel oils using molecular oxygen as a green oxidant. The introduction of HPMo into the MIL-100 framework not only improved the catalytic performance but also significantly regulated the electronic environment of the Fe active centers. Structural and electronic characterizations confirmed that HPMo incorporation decreased crystallinity, increased surface defects, and facilitated electron transfer within the framework. Detailed experiments identified superoxide radicals as the dominant reactive species, efficiently generated under the synergistic effect of HPMo and MIL-100. The optimized catalyst, HPMo@MIL-100–2, achieved complete removal of aromatic sulfides within 3 h at 120 °C and the aromatic sulfides were selectively conversed to corresponding sulfones. In addition, the catalyst demonstrated excellent recyclability, which can be reused 9 times without significant decrease in ODS performance. Furthermore, a desulfurization efficiency of 95.7 % was achieved to real FCC diesel, highlighting the catalyst’s potential for industrial application. This study provides an effective strategy for tuning MOF catalytic systems through electron modulation, enabling highly efficient, selective, and recyclable ODS performance under mild conditions.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"323 ","pages":"Article 123275"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145881529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123274
Linyang Wang , Ming Sun , Shuo Liu , Lipeng Shao , Qiuxiang Yao
Combining the large-pore structure of carbon material with the aromatization capability of ZSM-5 offers a promising route for aromatic production. Adopting benzene as an adsorbent and coal tar asphaltene (CTA) as the carbon source, modified mesoporous ZSM-5 (YJGW/B and CTA@YJGW) were prepared ultimately. Furthermore, these catalysts were applied in the conversion of C22 alkane (C22) into aromatics using fast pyrolysis–gas chromatography/mass spectrometry (Py-GC/MS). Ultimately, the conversion of C22 into light aromatics are analyzed by thermodynamics and machine learning. Results demonstrate that the CTA loading, as well as the carbonization and activation treatments, significantly affects the pore structure and acidity. Additionally, Py-GC/MS results illustrate that both CTA@YJGW-Car and CTA@YJGW-Act demonstrate the higher relative content of polycyclic aromatics, especially methyl-naphthalene (Nap-met) and naphthalene (N), inferring that the carbon loading promotes dehydrogenation and aromatization. YJGW-5-Act shows the highest relative content of benzene, toluene, ethylbenzene and xylene (BTEX) of 46.03 % at 500 °C. Based on the relative content changes of full compounds, the possible formation mechanism and pathways of BTEX, N and Nap-met are proposed. The thermodynamic data manifests that CTA@YJGW-Act demonstrate the greatest potential for B, T, E, X and Nap-met preparation, and machine learning exhibits that higher Vmicro and lower strong acidity content are beneficial for the aromatics formation.
{"title":"Catalytic conversion of C22 alkane to aromatics over carbon (coke and activated carbon)-coated mesoporous HZSM-5: Thermodynamic and machine learning algorithm study","authors":"Linyang Wang , Ming Sun , Shuo Liu , Lipeng Shao , Qiuxiang Yao","doi":"10.1016/j.ces.2025.123274","DOIUrl":"10.1016/j.ces.2025.123274","url":null,"abstract":"<div><div>Combining the large-pore structure of carbon material with the aromatization capability of ZSM-5 offers a promising route for aromatic production. Adopting benzene as an adsorbent and coal tar asphaltene (CTA) as the carbon source, modified mesoporous ZSM-5 (YJGW/B and CTA@YJGW) were prepared ultimately. Furthermore, these catalysts were applied in the conversion of C22 alkane (C22) into aromatics using fast pyrolysis–gas chromatography/mass spectrometry (Py-GC/MS). Ultimately, the conversion of C22 into light aromatics are analyzed by thermodynamics and machine learning. Results demonstrate that the CTA loading, as well as the carbonization and activation treatments, significantly affects the pore structure and acidity. Additionally, Py-GC/MS results illustrate that both CTA@YJGW-Car and CTA@YJGW-Act demonstrate the higher relative content of polycyclic aromatics, especially methyl-naphthalene (Nap-met) and naphthalene (N), inferring that the carbon loading promotes dehydrogenation and aromatization. YJGW-5-Act shows the highest relative content of benzene, toluene, ethylbenzene and xylene (BTEX) of 46.03 % at 500 °C. Based on the relative content changes of full compounds, the possible formation mechanism and pathways of BTEX, N and Nap-met are proposed. The thermodynamic data manifests that CTA@YJGW-Act demonstrate the greatest potential for B, T, E, X and Nap-met preparation, and machine learning exhibits that higher V<sub>micro</sub> and lower strong acidity content are beneficial for the aromatics formation.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"323 ","pages":"Article 123274"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145881531","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123269
Jinna Shi , Jiayi Liu , Kai Lyu , Yanru Zhao , Yunhong Hao , Leonovich Sergei , Yufeng Gao
The wide application of sewage sludge ash (SSA) in producing concrete is limited by Zn leaching, especially when the concrete served under large temperature variations environments. Zn in SSA primarily exists in unstable chemical forms (exchangeable and reducible species). Under large temperature cycles, thermal stress and phase changes damage the cement microstructure and weaken heavy metal immobilization, promoting Zn release, while the key host phase ettringite (AFt) undergoes structural destabilization under such cyclic thermal loading. This study examines Zn immobilization in ettringite (AFt) under temperature cycling (−40 °C to 70 °C) using multi-scale methods. Results indicate Zn2+ preferentially occupies the Ca1 site in AFt (ΔE = −3.89 eV), with 10 % SSA enhancing both mechanical strength and Zn stabilization. Temperature cycling drives anisotropic Zn2+ migration along crystal channels, leading to dual-threshold leaching governed by high-temperature diffusion and low-temperature defect accumulation. These atomic-scale insights provide a theoretical basis for predicting long-term Zn release and ensuring the environmental safety of SSA-concrete in extreme climates.
{"title":"Atomic immobilization of zinc in ettringite and its thermal stability mechanisms in sewage sludge ash-cement under large temperature differences","authors":"Jinna Shi , Jiayi Liu , Kai Lyu , Yanru Zhao , Yunhong Hao , Leonovich Sergei , Yufeng Gao","doi":"10.1016/j.ces.2025.123269","DOIUrl":"10.1016/j.ces.2025.123269","url":null,"abstract":"<div><div>The wide application of sewage sludge ash (SSA) in producing concrete is limited by Zn leaching, especially when the concrete served under large temperature variations environments. Zn in SSA primarily exists in unstable chemical forms (exchangeable and reducible species). Under large temperature cycles, thermal stress and phase changes damage the cement microstructure and weaken heavy metal immobilization, promoting Zn release, while the key host phase ettringite (AFt) undergoes structural destabilization under such cyclic thermal loading. This study examines Zn immobilization in ettringite (AFt) under temperature cycling (−40 °C to 70 °C) using multi-scale methods. Results indicate Zn<sup>2+</sup> preferentially occupies the Ca1 site in AFt (ΔE = −3.89 eV), with 10 % SSA enhancing both mechanical strength and Zn stabilization. Temperature cycling drives anisotropic Zn<sup>2+</sup> migration along crystal channels, leading to dual-threshold leaching governed by high-temperature diffusion and low-temperature defect accumulation. These atomic-scale insights provide a theoretical basis for predicting long-term Zn release and ensuring the environmental safety of SSA-concrete in extreme climates.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"323 ","pages":"Article 123269"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145881131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123230
F. Almeida , J.A. Teixeira , F. Rocha , A. Ferreira
Process intensification (PI) demands reactor concepts that deliver high mass-transfer rates, controlled hydrodynamics and low energy consumption under continuous operation, challenges that are especially acute for three-phase (gas–liquid–solid) systems due to fouling, solids accumulation and poor gas–liquid mass transfer in conventional devices. In this research paper, the first continuous co-current study of an oscillatory flow reactor with smooth periodic constrictions (OFR-SPC) (geometry based on patent EP3057694 B1) containing suspended solids was evaluated for O2 mass transfer, volumetric liquid-side mass transfer coefficient (), outlet O2 concentration () and bubble dynamics at 0 and 30 % (v/v) polystyrene, while systematically varying operational conditions, oscillation amplitude () and frequency (), superficial gas velocity () and liquid flow rate (). Results show that stronger oscillation and higher significantly increase O2 transfer and outlet , whereas higher reduces with little influence on . Under 30 % (v/v) solids the OFR-SPC exhibited fluidized bed behaviour: and remained essentially invariant across the operating conditions, in contrast to semi-batch performance, in the same reactor. The reactor achieved increased mass transfer efficiency (MTE) with moderate energy demand (∼1591 W m−3). These findings demonstrate that continuous OFR-SPC operation can mitigate solids-related mass transfer penalties of batch systems, improving reproducibility, throughput and scale-up potential for industrial three-phase processes.
过程强化(PI)要求反应器概念在连续运行下提供高传质速率、受控流体动力学和低能耗,这对于三相(气-液-固)系统来说,由于传统设备中的污垢、固体积累和气-液传质不良,挑战尤其严重。在本研究中,首次对含悬浮固体的平滑周期缩窄(OFR-SPC)(基于专利EP3057694 B1的几何形状)振荡流动反应器进行了连续共流研究,评估了0和30% (v/v)聚苯乙烯时的O2传质、体积液侧传质系数(kLa)、出口O2浓度(C)和气泡动力学,同时系统地改变了操作条件、振荡振幅(x0)和频率(f)。表面气速(ug)和液体流速(QL)。结果表明,较强的振荡和较高的ug显著提高了O2转移量和出口C,而较高的QL降低了出口C,但对kLa影响不大。在30% (v/v)固体浓度下,OFR-SPC表现出流化床行为:C和kLa在整个操作条件下基本保持不变,与半批处理性能相反,在同一反应器中。反应器在适度的能量需求(~ 1591 W m−3)下实现了更高的传质效率(MTE)。这些发现表明,连续的OFR-SPC操作可以减轻批处理系统中固体相关的传质损失,提高工业三相工艺的再现性、吞吐量和扩大规模的潜力。
{"title":"Process intensification: Enhancing mass transfer in a gas–liquid-solid system operating an oscillatory flow reactor in continuous co-current mode","authors":"F. Almeida , J.A. Teixeira , F. Rocha , A. Ferreira","doi":"10.1016/j.ces.2025.123230","DOIUrl":"10.1016/j.ces.2025.123230","url":null,"abstract":"<div><div>Process intensification (PI) demands reactor concepts that deliver high mass-transfer rates, controlled hydrodynamics and low energy consumption under continuous operation, challenges that are especially acute for three-phase (gas–liquid–solid) systems due to fouling, solids accumulation and poor gas–liquid mass transfer in conventional devices. In this research paper, the first continuous co-current study of an oscillatory flow reactor with smooth periodic constrictions (OFR-SPC) (geometry based on patent EP3057694 B1) containing suspended solids was evaluated for O<sub>2</sub> mass transfer, volumetric liquid-side mass transfer coefficient (<span><math><mrow><msub><mi>k</mi><mi>L</mi></msub><mi>a</mi></mrow></math></span>), outlet O<sub>2</sub> concentration (<span><math><mrow><mi>C</mi></mrow></math></span>) and bubble dynamics at 0 and 30 % (v/v) polystyrene, while systematically varying operational conditions, oscillation amplitude (<span><math><mrow><msub><mi>x</mi><mn>0</mn></msub></mrow></math></span>) and frequency (<span><math><mrow><mi>f</mi></mrow></math></span>), superficial gas velocity (<span><math><mrow><msub><mi>u</mi><mi>g</mi></msub></mrow></math></span>) and liquid flow rate (<span><math><mrow><msub><mi>Q</mi><mi>L</mi></msub></mrow></math></span>). Results show that stronger oscillation and higher <span><math><mrow><msub><mi>u</mi><mi>g</mi></msub></mrow></math></span> significantly increase O<sub>2</sub> transfer and outlet <span><math><mrow><mi>C</mi></mrow></math></span>, whereas higher <span><math><mrow><msub><mi>Q</mi><mi>L</mi></msub></mrow></math></span> reduces <span><math><mrow><mi>C</mi></mrow></math></span> with little influence on <span><math><mrow><msub><mi>k</mi><mi>L</mi></msub><mi>a</mi></mrow></math></span>. Under 30 % (v/v) solids the OFR-SPC exhibited fluidized bed behaviour: <span><math><mrow><mi>C</mi></mrow></math></span> and <span><math><mrow><msub><mi>k</mi><mi>L</mi></msub><mi>a</mi></mrow></math></span> remained essentially invariant across the operating conditions, in contrast to semi-batch performance, in the same reactor. The reactor achieved increased mass transfer efficiency (<em>MTE</em>) with moderate energy demand (∼1591 W m<sup>−3</sup>). These findings demonstrate that continuous OFR-SPC operation can mitigate solids-related mass transfer penalties of batch systems, improving reproducibility, throughput and scale-up potential for industrial three-phase processes.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"323 ","pages":"Article 123230"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145939090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-29DOI: 10.1016/j.ces.2025.123273
Fei Fan , Xiaodi Zhu , Jiacan Kang , Zhenyu Song , Jianwei Liu , Hailong Wang , Anning Zhou , Houxiang Sun , Zhiping Chen , Wenwu Zhou
Developing high-performance non-precious metal catalysts for liquid organic hydrogen storage is crucial for advancing hydrogen energy technologies. Herein, we proposed a strategy in which doped Ge promoters optimized electron environments of nGeNi active phase loaded on titanium-aluminum composite oxide support with highly ordered 2D hexagonal mesopores (nGeNi/TA, n = 0, 0.5, 1, and 2 wt%), successfully establishing electron-rich active phase with high matching to HOMO orbital of N-Ethylcarbazole (NEC) molecule. Meanwhile, both d-band center of active phase and electron densities of its conduction band were effectively adjusted. These improvements not only retained ability of nGeNi active phase to activate NEC and its intermediates, but also suitably weakened strong π-d interaction with their aromatic rings. Consequently, adsorption energy of each intermediate species was almost close to average energy of hydrogenation conversion stages, thereby decreasing desorption energy of complete hydrogenation product (12H). Compared with 0GeNi/TA catalyst, NEC conversion rate on the best 1GeNi/TA catalyst at low temperature (220℃) greatly increased by approximately 118 %, and 12H selectivity and its yield sharply improved by approximately 112 % and 132 %, respectively. Moreover, excessive accumulations of intermediate species were also effectively mitigated.
开发用于液态有机储氢的高性能非贵金属催化剂是推进氢能技术发展的关键。本文提出了一种通过掺杂Ge启动子优化负载在具有高度有序二维六方介孔(nGeNi/TA, n = 0、0.5、1和2 wt%)的钛铝复合氧化物载体上的nGeNi活性相的电子环境的策略,成功建立了与n-乙基咔唑(NEC)分子HOMO轨道高度匹配的富电子活性相。同时,有效地调节了活性相d带中心和导带电子密度。这些改进不仅保留了nGeNi活性相活化NEC及其中间体的能力,而且适当地减弱了与它们的芳环强π-d相互作用。因此,各中间物质的吸附能几乎接近加氢转化阶段的平均能,从而降低了完全加氢产物的解吸能(12H)。与0GeNi/TA催化剂相比,最佳的1GeNi/TA催化剂在低温(220℃)下的NEC转化率大大提高了约118%,12H选择性和产率分别大幅提高了约112%和132%。此外,中间种的过度积累也得到了有效的缓解。
{"title":"Ge optimized electron environments of binary alloy active phase loaded on nGeNi/TA catalyst to match n-ethylcarbazole orbitals to boost hydrogen storage processes","authors":"Fei Fan , Xiaodi Zhu , Jiacan Kang , Zhenyu Song , Jianwei Liu , Hailong Wang , Anning Zhou , Houxiang Sun , Zhiping Chen , Wenwu Zhou","doi":"10.1016/j.ces.2025.123273","DOIUrl":"10.1016/j.ces.2025.123273","url":null,"abstract":"<div><div>Developing high-performance non-precious metal catalysts for liquid organic hydrogen storage is crucial for advancing hydrogen energy technologies. Herein, we proposed a strategy in which doped Ge promoters optimized electron environments of nGeNi active phase loaded on titanium-aluminum composite oxide support with highly ordered 2D hexagonal mesopores (nGeNi/TA, n = 0, 0.5, 1, and 2 wt%), successfully establishing electron-rich active phase with high matching to HOMO orbital of N-Ethylcarbazole (NEC) molecule. Meanwhile, both d-band center of active phase and electron densities of its conduction band were effectively adjusted. These improvements not only retained ability of nGeNi active phase to activate NEC and its intermediates, but also suitably weakened strong π-d interaction with their aromatic rings. Consequently, adsorption energy of each intermediate species was almost close to average energy of hydrogenation conversion stages, thereby decreasing desorption energy of complete hydrogenation product (12H). Compared with 0GeNi/TA catalyst, NEC conversion rate on the best 1GeNi/TA catalyst at low temperature (220℃) greatly increased by approximately 118 %, and 12H selectivity and its yield sharply improved by approximately 112 % and 132 %, respectively. Moreover, excessive accumulations of intermediate species were also effectively mitigated.</div></div>","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"323 ","pages":"Article 123273"},"PeriodicalIF":4.3,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145881205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}