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Vanadium phosphorus oxide catalysts for n-butane selective oxidation toward maleic anhydride: design, modification strategies, and progress 正丁烷选择性氧化制备马来酸酐的钒磷氧化物催化剂:设计、改性策略及进展
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-06-16 DOI: 10.1007/s11705-025-2574-x
Tong Yu, Jie Zhang, Fuwen Yang, Qian Li, Jinwei Chen, Gang Wang, Ruilin Wang
{"title":"Vanadium phosphorus oxide catalysts for n-butane selective oxidation toward maleic anhydride: design, modification strategies, and progress","authors":"Tong Yu,&nbsp;Jie Zhang,&nbsp;Fuwen Yang,&nbsp;Qian Li,&nbsp;Jinwei Chen,&nbsp;Gang Wang,&nbsp;Ruilin Wang","doi":"10.1007/s11705-025-2574-x","DOIUrl":"10.1007/s11705-025-2574-x","url":null,"abstract":"<div><p>Selective oxidation of <i>n</i>-butane to maleic anhydride (MA) is considered an effective approach to realize the utilization of lighter alkanes into useful chemical products. Currently, vanadium phosphorus oxide (VPO) is the most widely used catalyst for the selective oxidation of <i>n</i>-butane to MA owing to its abundant active sites and oxygen species. However, the development of efficient VPO catalysts remains urgent, as the MA yield is limited by the inherent “trade-off” effect between <i>n</i>-butane conversion and MA selectivity. This review systematically summarizes the progress in the rational design and precise regulation of VPO catalysts, with a particular focus on the influence of physicochemical properties on catalytic performance. More importantly, advanced synthesis routes and modification strategies are discussed in detail. These strategies for modulating the geometric and electronic structures of VPO catalysts are highlighted, accompanied by a discussion of the structure-activity relationship. Finally, the challenges of VPO catalysts are discussed, and future research directions are proposed.\u0000</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 8","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145165529","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Single-atom alloys for sustainability-related electrocatalytic applications 可持续性相关电催化应用的单原子合金
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-06-16 DOI: 10.1007/s11705-025-2572-z
Mingming Yin, Yunfei Gao, Chenchen Cui, Wei Ma, Li-Li Zhang, Zhen Zhou
{"title":"Single-atom alloys for sustainability-related electrocatalytic applications","authors":"Mingming Yin,&nbsp;Yunfei Gao,&nbsp;Chenchen Cui,&nbsp;Wei Ma,&nbsp;Li-Li Zhang,&nbsp;Zhen Zhou","doi":"10.1007/s11705-025-2572-z","DOIUrl":"10.1007/s11705-025-2572-z","url":null,"abstract":"<div><p>Single-atom alloy catalysts represent a novel and advanced category of materials in heterogeneous catalysis, attracting considerable interest in electrochemical power storage and utilization because of the distinctive structural attributes and remarkable catalytic capabilities. By establishing atomically precise arrangements of catalytic centers on metallic surfaces, single-atom alloy create highly efficient active sites with near-perfect atomic utilization. The robust electronic coupling and geometric interactions between the atomic-scale precision sites and the supporting metal matrix impart exceptional catalytic properties, such as improved kinetic performance, precise molecular recognition, and prolonged operational durability. In essence, the structural integrity of the isolated metal active sites in single-atom alloy, combined with their precisely tunable coordination environments, substantially boosts the electrochemical performance and catalytic efficiency. This review begins by introducing and discussing the fundamental concepts and inherent attributes of single-atom alloy. The methodological framework for single-atom alloy development was systematically examined, encompassing architectural design principles, fabrication methodologies, and analytical characterization techniques. Following this, the comprehensive summarization was conducted regarding the implementation of single-atom alloy catalysts in energy transformation technologies, with specific emphasis on fuel cells and environmentally electrochemical processes. Finally, forward-looking insights and perspectives are presented on the current challenges facing the development of single-atom alloy catalysts.\u0000</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 7","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145165508","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sustainable hybrid supercapacitors based on CoFe2O4-C composite 基于CoFe2O4-C复合材料的可持续混合超级电容器
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-06-16 DOI: 10.1007/s11705-025-2570-1
M. Federico Ponce, Arminda Mamani, Pamela B. Ramos, Florencia Jerez, Gerardo G. Acosta, Julia E. Tasca, Marcela A. Bavio
{"title":"Sustainable hybrid supercapacitors based on CoFe2O4-C composite","authors":"M. Federico Ponce,&nbsp;Arminda Mamani,&nbsp;Pamela B. Ramos,&nbsp;Florencia Jerez,&nbsp;Gerardo G. Acosta,&nbsp;Julia E. Tasca,&nbsp;Marcela A. Bavio","doi":"10.1007/s11705-025-2570-1","DOIUrl":"10.1007/s11705-025-2570-1","url":null,"abstract":"<div><p>The need for efficient energy storage systems has promoted the development of supercapacitors. Researchers have recently focused on building hybrid supercapacitors and synthesizing electrode materials using ecological and easily scalable methods. This work presents the development of hybrid supercapacitors based on cobalt ferrite-carbon composite. The spinel ferrite was synthesized by co-precipitation followed by heat treatment, and a ferrite-glucose precursor was used to obtain a mesoporous composite with a specific surface area of 41.195 m<sup>2</sup>·g<sup>−1</sup>. Adding carbon does not structurally modify the cobalt ferrite but significantly improves the electrochemical properties. The electrochemical characterization in a three-electrode cell yielded a maximum specific capacitance of 548.1 F·g<sup>−1</sup> at a current density of 14.5 A·g<sup>−1</sup>. The composite was mixed with sustainable activated carbon in different proportions to assemble solid-state hybrid supercapacitors. A maximum specific capacitance and energy of 69.8 F·g<sup>−1</sup> and 27.9 Wh·kg<sup>−1</sup> were obtained with a symmetric 1.2 V device, corresponding to a specific power of 94 W·kg<sup>−1</sup>. These results show that it can develop hybrid supercapacitors based on the CoFe<sub>2</sub>O<sub>4</sub>-C composite, synthesized by a simple, low-cost, and environmentally friendly method.\u0000</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 7","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145166669","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of chelating agents on selective catalytic reduction activity and mechanism for MnCr2O4 spinel catalyst 螯合剂对MnCr2O4尖晶石催化剂选择性催化还原活性的影响及其机理
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-06-10 DOI: 10.1007/s11705-025-2569-7
Fenghe Sheng, De Fang, Sensheng Hou, Feng He, Junlin Xie
{"title":"Effect of chelating agents on selective catalytic reduction activity and mechanism for MnCr2O4 spinel catalyst","authors":"Fenghe Sheng,&nbsp;De Fang,&nbsp;Sensheng Hou,&nbsp;Feng He,&nbsp;Junlin Xie","doi":"10.1007/s11705-025-2569-7","DOIUrl":"10.1007/s11705-025-2569-7","url":null,"abstract":"<div><p>Four different chelating agents, ethylenediamine tetraacetic acid, citric acid, glucose, and sucrose, were selected to synthesize MnCr<sub>2</sub>O<sub>4</sub> catalysts (spinel structure) with sol-gel method. Among the prepared catalysts, MnCr<sub>2</sub>O<sub>4</sub>-S-700, which had the largest specific surface area, showed the best catalytic performance, with a T80 temperature window of 200–260 °C and a denitrification rate of up to 91.6% at 220 °C. Hydrogen temperature programmed reduction, ammonia temperature programmed desorption, and X-ray photoelectron spectroscopy results showed that MnCr<sub>2</sub>O<sub>4</sub>-S-700 possessed more chemisorbed oxygen O<sub><i>α</i></sub> as well as active sites (Mn<sup>3+</sup> + Mn<sup>4+</sup>) and (Cr<sup>3+</sup> + Cr<sup>5+</sup>), which improved acidity and redox capacity. There was abundant electron transfer between Mn and Cr elements (Cr<sup>5+</sup> + Mn<sup>3+</sup> → Cr<sup>3+</sup> + Mn<sup>4+</sup>), enhancing the redox capacity of catalysts. According to the <i>in situ</i> diffuse reflectance infrared transform spectroscopy spectra, it could be concluded that the MnCr<sub>2</sub>O<sub>4</sub>-S-700 catalyst followed not only the Langmuir-Hinshelwood mechanism but also the Eley-Rideal mechanism. This work displays the effect of the complexation mechanism of chelating agents on the SCR reaction with NH<sub>3</sub> over spinel catalysts.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 7","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145164149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Regulating the micro-nano structure of cellulose nanofibers reinforced polyvinyl alcohol composites for enhanced mechanical and barrier properties via one-pot wet milling 通过一锅湿式铣削调节纤维素纳米纤维增强聚乙烯醇复合材料的微纳结构以增强其力学和阻隔性能
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-06-08 DOI: 10.1007/s11705-025-2578-6
Zhaoming Wu, Ye Feng, Pengcheng Deng, Dawei Xu, Peng Li, Zhenming Chen, Canhui Lu, Zehang Zhou
{"title":"Regulating the micro-nano structure of cellulose nanofibers reinforced polyvinyl alcohol composites for enhanced mechanical and barrier properties via one-pot wet milling","authors":"Zhaoming Wu,&nbsp;Ye Feng,&nbsp;Pengcheng Deng,&nbsp;Dawei Xu,&nbsp;Peng Li,&nbsp;Zhenming Chen,&nbsp;Canhui Lu,&nbsp;Zehang Zhou","doi":"10.1007/s11705-025-2578-6","DOIUrl":"10.1007/s11705-025-2578-6","url":null,"abstract":"<div><p>Herein, a one-pot method is proposed to manufacture recyclable polyvinyl alcohol/cellulose nanofibers composites with excellent mechanical and barrier performance through wet co-milling of the 2,2,6,6-tetramethylpiperidine-1-oxyl oxidized bamboo pulp in the polyvinyl alcohol aqueous solution. This strategy achieves ultrafine nano-fibrillation of cellulose pulp into nanofibers and their simultaneous homogenous distribution in the polyvinyl alcohol matrix, as evidenced by the homogenized structural morphology and enhanced interfacial interactions. With increased grinding degree, the cellulose fibers are gradually exfoliated and uniformly distributed in the polyvinyl alcohol matrix. The structure evolution of polyvinyl alcohol/cellulose composites during exfoliation and the structure-properties relationship are systematically analyzed. Consequently, the resultant polyvinyl alcohol/cellulose nanofibers composite films exhibit a ‘reinforced concrete’ structure with improved grain boundary strengthening effect, stress transfer capability and barrier properties. The elastic modulus, tensile strength and toughness of the polyvinyl alcohol/cellulose nanofibers composite films are significantly enhanced by 195.1%, 33.8% and 56.2% compared to those of pure polyvinyl alcohol film, respectively. The greatly reduced oxygen permeability coefficient demonstrates their great potential in food packaging. This research proposes a practical one-pot method for the fabrication and structure regulation of polyvinyl alcohol/cellulose nanofibers composites and provides valuable insights into their structure-property relationships.\u0000</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 8","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145163168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Carbon dioxide conversion and characterization of microwave-induced plasma 微波诱导等离子体的二氧化碳转化与表征
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-06-06 DOI: 10.1007/s11705-025-2563-0
Balázs Péter Kiss, Csenge Emese Toth, István Slezsak, Zsolt Dobo, George Kaptay
{"title":"Carbon dioxide conversion and characterization of microwave-induced plasma","authors":"Balázs Péter Kiss,&nbsp;Csenge Emese Toth,&nbsp;István Slezsak,&nbsp;Zsolt Dobo,&nbsp;George Kaptay","doi":"10.1007/s11705-025-2563-0","DOIUrl":"10.1007/s11705-025-2563-0","url":null,"abstract":"<div><p>Microwave-induced non-thermal plasma technology is a promising solution to dissociate carbon dioxide, opening the possibility of carbon dioxide upgrade to value-added products and therefore providing an attractive approach in recent decarbonization endeavors. This study aims to comprehensively characterize and optimize microwave-induced pure carbon dioxide plasma focusing on the enhancement of conversion and energy efficiency. Analysis of optical emission spectra and gas composition under varying flow rates, introduced microwave power, and operating pressures was performed, while specific calculations were applied to support the measurement including electron concentration, electron temperature, and plasma gas temperature. A characteristic curve of carbon dioxide plasma is introduced as a novel outcome, which helps to elucidate the positive impact of applying reduced pressure. 46.4% carbon dioxide conversion efficiency was demonstrated by applying 5 NL·h<sup>−1</sup> flow rate, 80 mbar, and with 14.5 MJ·mol<sup>−1</sup> molar energy input utilizing only neat carbon dioxide, and achieved with continuous operation, without using any catalyst, in a straight waveguide system. The results indicate that lowering the pressure enhances the specific power absorption of plasma from the electromagnetic field through electron collisions, which increases the carbon dioxide conversion instead of converting it into heat.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 7","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11705-025-2563-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145162875","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Progress in one-carbon metabolism: Clostridium in green biomanufacturing 单碳代谢研究进展:绿色生物制造中的梭状芽孢杆菌
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-05-28 DOI: 10.1007/s11705-025-2568-8
Zhuoheng Wu, Ming Ma, Bowen Zeng, Kai Wang, Tianwei Tan
{"title":"Progress in one-carbon metabolism: Clostridium in green biomanufacturing","authors":"Zhuoheng Wu,&nbsp;Ming Ma,&nbsp;Bowen Zeng,&nbsp;Kai Wang,&nbsp;Tianwei Tan","doi":"10.1007/s11705-025-2568-8","DOIUrl":"10.1007/s11705-025-2568-8","url":null,"abstract":"<div><p>The growing emphasis on low-carbon lifestyles and the reduction of carbon emissions has spurred interest in renewable energy-driven biomanufacturing. The third-generation biomanufacturing concept leverages microbial cell factories to convert renewable energy sources, including solar and electrical energy, and inorganic materials, into high-value fuels and chemicals. Microbial CO<sub>2</sub> fixation, with its mild reaction conditions and ability to generate diverse products, is a compelling alternative to traditional chemical catalysis, which is generally characterized by high energy demands, pollution, and limited product diversity. <i>Clostridium</i> stands out among microorganisms for its natural ability to fix carbon via the Wood-Ljungdahl pathway, which enables CO<sub>2</sub>, CO, and H<sub>2</sub> to be used for growth and product synthesis. Advances in genetic engineering tools for <i>Clostridium</i> have led to the biosynthesis of over 40 natural compounds, expanding its industrial potential. Furthermore, integrating <i>Clostridium</i> into photoelectrochemical systems has demonstrated the feasibility of coupling microbial fermentation with renewable energy inputs. This review comprehensively examines the Wood-Ljungdahl pathway, related metabolic pathways, and key enzymes, along with the latest progress in genetic modification tools. The potential of <i>Clostridium</i> as a biocatalyst for one-carbon gas conversion and its integration with clean energy technologies is highlighted, offering valuable perspectives for future research.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 10","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145145368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Theoretical surface study of forward osmosis membranes by interlayering thin film composite membrane 层间膜复合膜正向渗透膜表面的理论研究
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-05-27 DOI: 10.1007/s11705-025-2564-z
Mahdi Hussainzadeh, Majid Peyravi
{"title":"Theoretical surface study of forward osmosis membranes by interlayering thin film composite membrane","authors":"Mahdi Hussainzadeh,&nbsp;Majid Peyravi","doi":"10.1007/s11705-025-2564-z","DOIUrl":"10.1007/s11705-025-2564-z","url":null,"abstract":"<div><p>In recent years, an extensive study has focused on the effects of various factors associated with the membrane support layer such as the size of the pores, porosity, thickness, hydrophobicity, and hydrophilicity, through both theoretical and empirical approaches. Along with numerical and analytical modeling, these variables are described by various two- and three-dimensional models, which have also developed for these parameters and variables. For engineering the selective layer, different categories of materials based on various morphologies, dimensions, or porosity were used as interlayers. Regarding the interlayers, there are relatively inconsistent reports in the literature and publications, primarily due to a lack of research and modeling. By modeling the influence of interlayers in thin film composite membranes, an innovative insight could be provided for optimizing other membrane processes. As a result, this research emphasizes the modeling and discussion of interlayers and their performance, particularly in the forward osmosis process, where scientific data and modeling are lacking. In addition to discussing the funnel and gutter effect carried out by the interlayers present in all membrane processes, modeling the impacts of the interlayer in the forward osmosis process will provide novel perspectives that could influence other processes.</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 7","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145171087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-scale revolution of artificial intelligence in chemical industry 化工领域人工智能的多尺度革命
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-05-23 DOI: 10.1007/s11705-025-2562-1
Ying Li, Quanhu Sun, Zutao Zhu, Huaqiang Wen, Saimeng Jin, Xiangping Zhang, Zhigang Lei, Weifeng Shen
{"title":"Multi-scale revolution of artificial intelligence in chemical industry","authors":"Ying Li,&nbsp;Quanhu Sun,&nbsp;Zutao Zhu,&nbsp;Huaqiang Wen,&nbsp;Saimeng Jin,&nbsp;Xiangping Zhang,&nbsp;Zhigang Lei,&nbsp;Weifeng Shen","doi":"10.1007/s11705-025-2562-1","DOIUrl":"10.1007/s11705-025-2562-1","url":null,"abstract":"<div><p>With the advent of the fourth technological revolution, the new generation of artificial intelligence (AI) has imparted new significance and opportunities to the modeling of momentum, heat, and mass transfer, as well as chemical reaction processes with the realm of chemical engineering. AI techniques are being widely employed in the chemical industry and are constantly evolving to offer more effective solutions for tackling practical challenges. This review delves the transformation of the chemical industry from traditional digital simulations to advanced AI-based approaches, targeting high efficiency and low carbon emissions across the scale from molecules to factories. Particular emphasis is mainly placed on the research carried out within the research group of Weifeng Shen. At the molecular level, the intelligent capture of molecular characteristics and the precise determination of structure-property relationships have reached a mature stage. Furthermore, multifunction-driven reverse molecular design for solvents, reaction reagents, and other substances has been accomplished through AI-based high-throughput screening and generative models. To improve the safety, environmental friendliness, and carbon reduction performance of chemical separation processes, a series of innovative reinforcement strategies have been put forward, with a primary focus on the systematic optimization of solvent design. On the process scale of actual production, it frequently occurs that the constructed mechanism model fails to align with the actual system behavior, thereby restricting the industrial application of the model. To solve this issue, mechanism-data hybrid-driven frameworks have been successfully developed, leveraging AI-enhanced prediction, diagnosis, optimization, and control for complex separation systems in practice. Finally, as a bridge connecting big data intelligent technology and actual industrial processes, dynamic digital twin modeling is discussed for its potential to boost efficiency and sustainability in the chemical industry.\u0000</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 7","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145168823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Recent progress of green hydrogen production technology 绿色制氢技术的最新进展
IF 4.5 3区 工程技术
Frontiers of Chemical Science and Engineering Pub Date : 2025-05-23 DOI: 10.1007/s11705-025-2551-4
Yingchun Niu, Xi Zeng, Junjun Xia, Liang Wang, Yao Liu, Zhuang Wang, Mengying Li, Kairan Chen, Wenjun Zhong, Quan Xu
{"title":"Recent progress of green hydrogen production technology","authors":"Yingchun Niu,&nbsp;Xi Zeng,&nbsp;Junjun Xia,&nbsp;Liang Wang,&nbsp;Yao Liu,&nbsp;Zhuang Wang,&nbsp;Mengying Li,&nbsp;Kairan Chen,&nbsp;Wenjun Zhong,&nbsp;Quan Xu","doi":"10.1007/s11705-025-2551-4","DOIUrl":"10.1007/s11705-025-2551-4","url":null,"abstract":"<div><p>Overuse of fossil fuels led to energy crises and pollution. Thus, alternative energy sources are needed. Hydrogen, with its clean and high-density traits, is seen as a future energy carrier. Producing hydrogen from electricity can store renewable energy for a sustainable hydrogen economy. While much research on water electrolysis hydrogen production systems exists, comprehensive reviews of engineering applications are scarce. This review sums up progress and improvement strategies of common water electrolysis technologies (alkaline water electrolysis, proton exchange membrane water electrolysis, solid oxide water electrolysis, and anion exchange membrane water electrolysis, etc.), including component and material research and development. It also reviews these technologies by development and maturity, especially their engineering applications, discussing features and prospects. Bottlenecks of different technologies are compared and analyzed, and future directions are summarized. The aim is to link academic material research with industrial manufacturing.\u0000</p><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":571,"journal":{"name":"Frontiers of Chemical Science and Engineering","volume":"19 10","pages":""},"PeriodicalIF":4.5,"publicationDate":"2025-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145144671","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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