AIChE Journal最新文献

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Microwave-assisted Ag-IL for extraction separation of α-olefins: Mechanistic insights and process intensification 微波辅助Ag-IL萃取分离α-烯烃:机理及工艺强化
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-06-02 DOI: 10.1002/aic.18920
Xueqi Shi, Kai Liu, Na Wang, Qiuyan Ding, Zhenyu Zhao, Hong Li, Xin Gao
{"title":"Microwave-assisted Ag-IL for extraction separation of α-olefins: Mechanistic insights and process intensification","authors":"Xueqi Shi, Kai Liu, Na Wang, Qiuyan Ding, Zhenyu Zhao, Hong Li, Xin Gao","doi":"10.1002/aic.18920","DOIUrl":"https://doi.org/10.1002/aic.18920","url":null,"abstract":"The actual applications of extraction methods for <i>α</i>-olefins separation are limited by their long time and high energy consumption. Hence, this study employs microwave technology to intensify the extraction process using Ag-based ionic liquid (Ag-IL), where the influence of microwave irradiation and the mechanism of microwave-assisted ionic liquid extraction (MAILE) are investigated, along with a comprehensive techno-economic analysis of process feasibility. The results of COSMO-RS and DFT simulations demonstrate the dominant role of π-complexation in identifying Ag-IL with high selectivity, indicating the possible enhancement caused by microwave irradiation. The subsequent kinetic experiments show that compared with conventional routes, the MAILE accelerated the extraction process by approximately 89.72%. As a result, the total annual cost of unit product of the overall process is reduced by 6.43% according to techno-economic analysis by Aspen Plus, indicating that MAILE is a cost-effective, scalable, and sustainable approach to <i>α</i>-olefin separation, offering process efficiency and environmental sustainability.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"9 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144192682","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
Hydrodynamic characteristics of a novel continuous countercurrent micro-extractor 一种新型连续逆流微型萃取器的流体动力特性
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-06-02 DOI: 10.1002/aic.18900
Wenjie Lan, Yuqing Li, Mengen Zang, Xinyong Xu, Shan Jing, Shaowei Li
{"title":"Hydrodynamic characteristics of a novel continuous countercurrent micro-extractor","authors":"Wenjie Lan, Yuqing Li, Mengen Zang, Xinyong Xu, Shan Jing, Shaowei Li","doi":"10.1002/aic.18900","DOIUrl":"https://doi.org/10.1002/aic.18900","url":null,"abstract":"Despite the rapid development of micro-extraction technology in recent years, achieving simple and robust countercurrent micro-extraction remains a challenge. In this study, a novel rotating micro-extractor was developed, and robust continuous countercurrent flow can be successfully achieved in it. The effect of device structure, operation condition, and system physical properties on the hydrodynamic characteristics was investigated. Mathematical models were also established to predict the operating region of different flow patterns, the liquid layer thickness, and the maximum throughput. The throughput is up to 18 mL/min in our experimental range and can be further improved by simply increasing the pitch of the spiral microchannel. The increase in channel length will not reduce the maximum throughput, which is quite different from the reported countercurrent micro-extractors. The unique property enables the newly developed device to achieve both high throughput and large theoretical stages and provides a promising micro-extraction technique.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"11 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144192683","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
Enhancing aromatic VOCs capture using randomly methylated β-cyclodextrin-modified deep eutectic solvents 随机甲基化β-环糊精修饰的深度共晶溶剂增强芳香族挥发性有机化合物捕获
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-30 DOI: 10.1002/aic.18918
Qinghua Liu, Guoxuan Li, Chengmin Gui, Minghao Song, Fei Zhao, Shengchao Yang, Zhigang Lei, Pan Xu
{"title":"Enhancing aromatic VOCs capture using randomly methylated β-cyclodextrin-modified deep eutectic solvents","authors":"Qinghua Liu, Guoxuan Li, Chengmin Gui, Minghao Song, Fei Zhao, Shengchao Yang, Zhigang Lei, Pan Xu","doi":"10.1002/aic.18918","DOIUrl":"https://doi.org/10.1002/aic.18918","url":null,"abstract":"Deep eutectic solvents (DESs) were regarded as promising absorbents in many absorption processes. Here, we use randomly methylated <i>β</i>-cyclodextrin (RAMEB) to further improve the absorption capacity of DESs for aromatic VOCs. We found benzene and toluene vapor pressures obviously decreased after adding 2% RAMEB (molar fraction) to DESs. Dynamic absorption experiments also confirmed this enhancement effect; the dynamic absorption efficiency for benzene and toluene increased by 6.12% and 9.23%, respectively, at a 5 mL/min solvent rate. Water was used to reduce the viscosity of DESs; the humidity and regeneration stability were evaluated experimentally. At the molecular level, the strong host–guest interactions between RAMEB and aromatic VOCs were identified as the main reason for improving the absorption capacity of DESs. Additionally, the roles of hydrogen bond donor and acceptor molecules were analyzed. π–π stacking and CH–π interactions were also identified as significant contributors to the aromatic VOCs absorption process.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"7 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144176675","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
Functionalized solvents for efficient olefin separation based on Ag‐based competitive coordination complexation 基于银基竞争配位络合的高效烯烃分离的功能化溶剂
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-29 DOI: 10.1002/aic.18919
Shuai Yang, Shuai Zheng, Jingyi Xu, Zhiyong Zhou, Chenchan Du, Yuming Tu, Zhongqi Ren
{"title":"Functionalized solvents for efficient olefin separation based on Ag‐based competitive coordination complexation","authors":"Shuai Yang, Shuai Zheng, Jingyi Xu, Zhiyong Zhou, Chenchan Du, Yuming Tu, Zhongqi Ren","doi":"10.1002/aic.18919","DOIUrl":"https://doi.org/10.1002/aic.18919","url":null,"abstract":"Liquid <jats:italic>α</jats:italic>‐olefins are important basic chemical raw materials, and the solvent extraction is one of the effective methods for their separation. In this paper, Ag<jats:sup>+</jats:sup> is used as the coordinating metal, and , which has a weak interaction with it, is selected as the anion. Based on the interaction between the carbonyl oxygen and −NH<jats:sub>2</jats:sub>, propionamide is selected as the organic ligand. Thus, a deep eutectic solvent of [AgNTf<jats:sub>2</jats:sub>:2propionamide], with a competitive coordination mechanism for the efficient separation of olefins, was proposed. For the 1‐hexene/hexane, the selectivity is up to 215.24, and the olefin removal rate of single‐stage extraction is up to 90.55%. Using ESI‐MS and XAFS, combined with experimental and calculations, the mechanism of competitive coordination and the coordination structure of C<jats:sub>2</jats:sub>‐Ag‐O<jats:sub>2</jats:sub> were revealed. This solvent can be used to effectively separate olefins from simulated oil, as well as effectively extract and separate unsaturated hydrocarbons such as aromatics/alkanes.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"36 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144165129","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
Effects of surfactant on the critical velocity of bubble collisions for bubble coalescence 表面活性剂对气泡聚并碰撞临界速度的影响
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-29 DOI: 10.1002/aic.18902
Quan Liu, Xiaoping Guan, Ning Yang, Maximilian Lackner
{"title":"Effects of surfactant on the critical velocity of bubble collisions for bubble coalescence","authors":"Quan Liu, Xiaoping Guan, Ning Yang, Maximilian Lackner","doi":"10.1002/aic.18902","DOIUrl":"https://doi.org/10.1002/aic.18902","url":null,"abstract":"The determination of the critical collision velocity for bubble coalescence plays a crucial role in predicting bubble size distribution within bubble column reactors through population balance modeling. In this study, experimental measurements in surfactant–laden systems demonstrate that even trace amounts of surfactant significantly reduce the critical velocity. We propose the Marrucci number—a dimensionless parameter derived from the Marrucci film drainage model—as a fundamental metric for quantifying surfactant effects. This parameter is formally defined as the ratio between the film drainage resistance caused by the Marangoni effect and the driving force resulting from capillary pressure. Furthermore, we developed a novel correlation for critical velocity by establishing a quantitative relationship between the critical Weber number and the Marrucci number. This correlation successfully predicts critical velocities in ethanol solutions and shows potential applicability to other systems, such as propanol solutions.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"134 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144165715","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
High time-resolution and data-driven kinetic modeling of cumene autoxidation based on a microreactor system 基于微反应器系统的高时间分辨率和数据驱动的异丙烯自氧化动力学建模
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-26 DOI: 10.1002/aic.18873
Yu Chang, Yuyang Xing, Qichen Shang, Jian Deng, Guangsheng Luo
{"title":"High time-resolution and data-driven kinetic modeling of cumene autoxidation based on a microreactor system","authors":"Yu Chang, Yuyang Xing, Qichen Shang, Jian Deng, Guangsheng Luo","doi":"10.1002/aic.18873","DOIUrl":"https://doi.org/10.1002/aic.18873","url":null,"abstract":"The cumene autoxidation process holds great significance in the chemical industry. However, existing kinetic models are marred by limitations such as prolonged reaction and sampling intervals, along with the failure to account for the impact of phenol, a key substance. In this work, in the microreactor system, we successfully realized high time resolution data acquisition (5–10 min) and used it to study the effects of various factors, especially phenol, on the oxidation reaction, pointing out the obvious inhibitory effect of phenol. Further, based on the data-driven modeling, we achieved a good prediction of the kinetics (<i>R</i><sup>2</sup> &gt; 0.9) and included phenol in the model. Finally, based on the model, we can successfully optimize and design the reaction.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"25 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144137094","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
The role of hydroxyl groups in poly(ionic liquid)s on CO2 cycloaddition with epoxides in the view of catalytic kinetics 从催化动力学的角度研究了聚离子液体中羟基对CO2与环氧化物环加成反应的作用
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-26 DOI: 10.1002/aic.18916
Chenhao Wang, Dongfang Cheng, Peng Liu, Ronghao Liu, Hao Tian, Yanzhao Yang
{"title":"The role of hydroxyl groups in poly(ionic liquid)s on CO2 cycloaddition with epoxides in the view of catalytic kinetics","authors":"Chenhao Wang, Dongfang Cheng, Peng Liu, Ronghao Liu, Hao Tian, Yanzhao Yang","doi":"10.1002/aic.18916","DOIUrl":"https://doi.org/10.1002/aic.18916","url":null,"abstract":"The cycloaddition of CO<sub>2</sub> and epoxides can produce high-value cyclic carbonates. This study developed a series of hydroxyl functional imidazolium-based poly(ionic liquid)s (PILs) by copolymerization of ionic liquids ([HeVIM]Br or [BVIM]Br), 4-vinylphenol, and divinylbenzene. The as-synthesized PILs were investigated as catalysts for the cycloaddition of CO<sub>2</sub> with epichlorohydrin, and higher catalytic activity was observed over PILs with the cooperative activation effect between imidazolium and hydroxyl groups. The optimized PILs could achieve a 92.9% yield of cyclic carbonate in 2 h at 1.0 MPa CO<sub>2</sub> and 393 K, and a considerable cyclic carbonate formation rate of 1.7–2.8 h<sup>−1</sup> at ambient reaction conditions (0.5 MPa CO<sub>2</sub> and 303 K). Kinetic experiments and theoretical calculations indicate that the presence of a hydrogen bond network lowers the energy barrier of the ring-opening step in CO<sub>2</sub> cycloaddition, further facilitating the CO<sub>2</sub> conversion over imidazolium groups.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"149 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144136989","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
Lithium extraction from salt‐lake brines using dicationic ionic liquids: ePC‐SAFT modeling and molecular mechanisms 用指示离子液体从盐湖盐水中提取锂:ePC - SAFT模型和分子机制
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-26 DOI: 10.1002/aic.18907
Gangqiang Yu, Yufeng Li, Xinhe Zhang, Iman Bahrabadi Jovein, Paul Figiel, Biaohua Chen, Yuanhui Ji, Gabriele Sadowski, Christoph Held
{"title":"Lithium extraction from salt‐lake brines using dicationic ionic liquids: ePC‐SAFT modeling and molecular mechanisms","authors":"Gangqiang Yu, Yufeng Li, Xinhe Zhang, Iman Bahrabadi Jovein, Paul Figiel, Biaohua Chen, Yuanhui Ji, Gabriele Sadowski, Christoph Held","doi":"10.1002/aic.18907","DOIUrl":"https://doi.org/10.1002/aic.18907","url":null,"abstract":"This work proposes a novel strategy for enhancing Li<jats:sup>+</jats:sup> extraction from salt‐lake brines with the high Mg<jats:sup>2+</jats:sup>/Li<jats:sup>+</jats:sup> ratio using dicationic ionic liquid (DIL)‐based extractants. The ternary mixture of the DIL [DOMIM][Tf<jats:sub>2</jats:sub>N]<jats:sub>2</jats:sub>, tributyl phosphate (TBP), and dichloromethane (DCM) as a diluent achieved a higher single‐stage Li<jats:sup>+</jats:sup> extraction efficiency (86.40%) and separation selectivity of Li<jats:sup>+</jats:sup>/Mg<jats:sup>2+</jats:sup> (302.37) compared with the ternary mixture based on monocationic IL [OMIM][Tf<jats:sub>2</jats:sub>N] instead of the DIL. The high Li<jats:sup>+</jats:sup> extraction performance could be maintained over five‐cycle regeneration. Electrolyte perturbed‐chain statistical associating fluid theory was used to qualitatively predict activity coefficients of Li<jats:sup>+</jats:sup> and Mg<jats:sup>2+</jats:sup> in the organic phase of the so‐called “organic–inorganic complex strong electrolyte system.” The DIL‐enhanced extraction mechanisms at the molecular level (i.e., Li<jats:sup>+</jats:sup> extracted the form of 2Li<jats:sup>+</jats:sup> + 3TBP + 2[Tf<jats:sub>2</jats:sub>N]<jats:sup>−</jats:sup> complex) was revealed by slope analysis spectrum characters and quantum chemical calculations. This study provides guidance for the rational design of new IL‐based extractants for high‐efficiency Li<jats:sup>+</jats:sup> extraction from brines.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"9 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144136702","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
Process monitoring and safety‐informed control of a proton exchange membrane water electrolysis system 质子交换膜电解系统的过程监控和安全信息控制
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-26 DOI: 10.1002/aic.18909
Yuanxing Liu, Sahithi Srijana Akundi, Austin Braniff, Beatriz Dantas, Shayan S. Niknezhad, Yuhe Tian, Faisal Khan, Efstratios N. Pistikopoulos
{"title":"Process monitoring and safety‐informed control of a proton exchange membrane water electrolysis system","authors":"Yuanxing Liu, Sahithi Srijana Akundi, Austin Braniff, Beatriz Dantas, Shayan S. Niknezhad, Yuhe Tian, Faisal Khan, Efstratios N. Pistikopoulos","doi":"10.1002/aic.18909","DOIUrl":"https://doi.org/10.1002/aic.18909","url":null,"abstract":"This study provides an experimental validation of a multiple‐input multiple‐output (MIMO) model predictive control (MPC) strategy, coupled with dynamic risk modeling, to address two critical aspects of proton exchange membrane water electrolysis (PEMWE) operation: (i) process safety, by mitigating temperature imbalances, and (ii) system performance, through precise hydrogen production control. A cyber‐physical platform was developed for real‐time monitoring, state‐space modeling and validation, risk metrics analysis, control implementation, and visualization. Open‐loop experiments revealed limitations in managing thermal gradients, underscoring the need for feedback operating strategies. The proposed closed‐loop MPC approach achieved precise tracking of hydrogen production while maintaining safety by ensuring temperature stability. Moreover, the dynamic risk metrics show how thermal risk evolves with temperature and offer guidance for decision‐making. These findings demonstrate the effectiveness of MIMO MPC in enhancing the operational safety and efficiency of PEMWE systems, providing a foundation for scalable and sustainable hydrogen production.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"18 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144136703","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
Mechanism unraveling for efficient hydrodeoxygenation of fatty acids/esters over highly stable Ni/Nb2O5-SiO2 catalyst 高稳定Ni/Nb2O5-SiO2催化剂上脂肪酸/酯的高效加氢脱氧机理揭示
IF 3.7 3区 工程技术
AIChE Journal Pub Date : 2025-05-26 DOI: 10.1002/aic.18898
Miaojia Song, Xinghua Zhang, Dandan Zuo, Qi Zhang, Lungang Chen, Yubao Chen, Longlong Ma
{"title":"Mechanism unraveling for efficient hydrodeoxygenation of fatty acids/esters over highly stable Ni/Nb2O5-SiO2 catalyst","authors":"Miaojia Song, Xinghua Zhang, Dandan Zuo, Qi Zhang, Lungang Chen, Yubao Chen, Longlong Ma","doi":"10.1002/aic.18898","DOIUrl":"https://doi.org/10.1002/aic.18898","url":null,"abstract":"The conventional hydrodeoxygenation process for sustainable aviation fuel production using Al<sub>2</sub>O<sub>3</sub>-supported Ni-Mo sulfide catalyst faces dual challenges: sulfur contamination and catalyst hydrothermal instability. This work develops a hydrothermally stable 5% Ni/Nb<sub>2</sub>O<sub>5</sub>-SiO<sub>2</sub> catalyst, where strong metal-support interaction drives Nb to Ni electron transfer to form oxygen vacancies activating oxygen-rich groups. The addition of SiO<sub>2</sub> increases the specific surface area of the catalyst, while niobium oxide enhances its water resistance. The catalyst exhibits highly catalytic activity in the hydrodeoxygenation of methyl palmitate with &gt;99% conversion and 96% liquid alkane yield, maintaining activity over a 1000-h on a fixed-bed continuous-flow reactor. Furthermore, the catalyst demonstrated stable and reliable performance over a cumulative period of 500 h, comprising 240 h during the hydrodeoxygenation of palm oil and an additional 260 h of continuous operation with waste cooking oil. This work provides a green, non-sulfur, and stable approach for the production of renewable fuels.","PeriodicalId":120,"journal":{"name":"AIChE Journal","volume":"3 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144137092","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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