Chemical Engineering Science最新文献

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Experimental study on the dynamics of droplet collisions at different viscosities
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-13 DOI: 10.1016/j.ces.2025.121367
Desheng Chen, Chenlu Zhang, Aoqi Feng, Tingting Wang, Zhe Lin
{"title":"Experimental study on the dynamics of droplet collisions at different viscosities","authors":"Desheng Chen, Chenlu Zhang, Aoqi Feng, Tingting Wang, Zhe Lin","doi":"10.1016/j.ces.2025.121367","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121367","url":null,"abstract":"In this study, glycerol solution was used to study the collision process of moving droplets and sessile droplets at different viscosities. Two typical collision states, compression and rebound, are photographed by a high-speed camera. The experimental results show that complete rebound occurs under low Weber number (<em>We</em>), and the rebound <em>We</em> range increases with the droplet viscosity. A liquid cap is generated under high <em>We</em>. As <em>We</em> increases, the dimensionless maximum rebound height increases and the contact time decreases, following an inverse proportional function. The research results help in understanding the impact behavior of different viscosities and <em>We</em> on static droplets, providing an important reference for droplet control and application.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401378","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}
引用次数: 0
Lattice-Confined single cobalt atom in ZrO2 for propane non-oxidative dehydrogenation
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-12 DOI: 10.1016/j.ces.2025.121349
Bohan Feng, Yicong Bao, Yuechang Wei, Dong Li, Jing Xiong, Zhen Zhao, Yunpeng Liu, Weiyu Song, Chunming Xu, Jian Liu
{"title":"Lattice-Confined single cobalt atom in ZrO2 for propane non-oxidative dehydrogenation","authors":"Bohan Feng, Yicong Bao, Yuechang Wei, Dong Li, Jing Xiong, Zhen Zhao, Yunpeng Liu, Weiyu Song, Chunming Xu, Jian Liu","doi":"10.1016/j.ces.2025.121349","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121349","url":null,"abstract":"The single atom sites have been identified as the optimal structure for structure-insensitive alkane dehydrogenation reaction. However, single atoms with high surface energy suffer from sintering deactivation due to high-temperature conditions. Herein, we report the single cobalt (Co) atoms confined by the ZrO<sub>2</sub> lattice for the propane non-oxidative dehydrogenation (PDH) reaction. Compared with surface Co species, the lattice-confined effect of ZrO<sub>2</sub> basement prevents the structural transformation of single Co atoms and enriches the active site of Co-O-Zr. The Co single-atom catalyst shows remarkable activity (1.58 mmol g<sup>-1</sup>h<sup>−1</sup>) and achieves significantly more substantial regeneration stability than the catalysts with surface CoO<sub>x</sub> species. The research on lattice-confined Co-ZrO<sub>2</sub> catalysts provides a novel cognition for the lattice-confined effect and gives opportunities for the application of thermodynamically stable single-atom catalysts in the future.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"8 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401382","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}
引用次数: 0
Molecular Management in Continuous Catalytic Reforming Operations by Enhanced Aromatics Production through Transformer-Driven Entropy Maximization Reconstruction
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-12 DOI: 10.1016/j.ces.2025.121359
Yi Shi, Weimin Zhong, Xin Peng, Kaixun He, Dong Xue
{"title":"Molecular Management in Continuous Catalytic Reforming Operations by Enhanced Aromatics Production through Transformer-Driven Entropy Maximization Reconstruction","authors":"Yi Shi, Weimin Zhong, Xin Peng, Kaixun He, Dong Xue","doi":"10.1016/j.ces.2025.121359","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121359","url":null,"abstract":"Catalytic Reforming (CCR) units are pivotal in refining industries for hydrogen and aromatics production. Traditional CCR optimization, focusing on operational conditions and lumping kinetics, fails to capture molecular interactions and feedstock variability, leading to inefficiencies. This research introduces a CCR optimization framework leveraging molecular reconstruction adaptable to minor feedstock changes. We propose the Transformer-driven Entropy Maximization (TREM) method, integrating historical data to improve naphtha composition accuracy. A molecular-level CCR kinetic model is then developed, linked to the TREM method, within a multi-objective optimization (MOO) framework for enhanced production adaptability. Furthermore, we introduce the Online Synchronized Learning Multi-Objective Optimization (OSLMOO) method, applying online learning to a meta-heuristic algorithm, reducing computational complexity and enhancing adaptability to property and market fluctuations. These methods collectively enhance the efficiency and profitability of CCR operations by overcoming the limitations of traditional optimization approaches.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"63 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143393313","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}
引用次数: 0
Hybrid modeling of methanol to olefin fluidized bed reactor corrected by artificial neural network
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-12 DOI: 10.1016/j.ces.2025.121323
Chengyu Wang, Wei Wang, Yanji Sun, Yanqiu Pan, Chuanzhi Jia
{"title":"Hybrid modeling of methanol to olefin fluidized bed reactor corrected by artificial neural network","authors":"Chengyu Wang, Wei Wang, Yanji Sun, Yanqiu Pan, Chuanzhi Jia","doi":"10.1016/j.ces.2025.121323","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121323","url":null,"abstract":"Hybrid modeling of fluidized bed reactor (FBR) remains as a challenging issue. A novel hybrid model was developed for the real-time optimization and control of FBR in the methanol to olefin (MTO) process. Specifically, a pseudo-homogeneous moving bed reactor (PHMBR) model was proposed as an approximation of the FBR, and then a correction model based on the artificial neural network (ANN) was adopted to compensate errors. A data expansion method based on the bootstrap algorithm was used to supplement insufficient training data for the ANN. Two hybrid models with deviation correction and factor correction were compared in order to attain the better predictive performance. The results showed that the hybrid model of MTO-FBR with factor correction could predict FBR outlet parameters with solution time below 0.03 s, RMSE below 2.85, and MRE below 7.63 %. The proposed modeling approach is expected to provide a new strategy for other reaction processes.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"19 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401381","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}
引用次数: 0
Enhanced removal of cationic dyes using copper-based MOF-graphene oxide composite: Synthesis, characterization and performance evaluation
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-12 DOI: 10.1016/j.ces.2025.121362
Maryam Naseer, Sadia Nazir, Abida Kausar, Muhammad Abid Rashid, Muhammad Usman, Rehana Naseer, Jibran Iqbal
{"title":"Enhanced removal of cationic dyes using copper-based MOF-graphene oxide composite: Synthesis, characterization and performance evaluation","authors":"Maryam Naseer, Sadia Nazir, Abida Kausar, Muhammad Abid Rashid, Muhammad Usman, Rehana Naseer, Jibran Iqbal","doi":"10.1016/j.ces.2025.121362","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121362","url":null,"abstract":"HKUST-1, graphene oxide (GO), and their composite (HKUST-1/GO) were synthesized and characterized via FTIR, XRD, SEM, BET, and TGA. The composite was evaluated for the adsorption of Astrazon Pink FG, Cationic Red 3R, and Basic Yellow 28 dyes. Batch adsorption experiments were conducted to optimize key parameters, with maximum removal observed under the following conditions: AP FG (pH 9, contact time 80 min, 30 °C), CR 3R (pH 11, contact time 80 min, 30 °C), and BY 28 (pH 10, contact time 20 min, 30 °C). The HKUST-1/GO composite exhibited high removal efficiencies of 82.35 % (AP FG), 78.73 % (CR 3R), and 75.89 % (BY 28)<strong>,</strong> with corresponding maximum adsorption capacities of 7.445 mg/g, 6.42 mg/g, and 5.58 mg/g, respectively. The adsorption followed a pseudo-second-order model and well described by Freundlich, Langmuir, Halsey, and Temkin isotherms models. Thermodynamic parameters confirmed spontaneous, exothermic dyes adsorption onto HKUST-1/GO, effectively treating industrial effluent.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"50 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143393312","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}
引用次数: 0
Two-phase flow Investigation in a centrifugal rotor through particle image velocimetry
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-12 DOI: 10.1016/j.ces.2025.121360
E.M. Ofuchi, H. Stel, E. Mancilla, R.E.M. Morales
{"title":"Two-phase flow Investigation in a centrifugal rotor through particle image velocimetry","authors":"E.M. Ofuchi, H. Stel, E. Mancilla, R.E.M. Morales","doi":"10.1016/j.ces.2025.121360","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121360","url":null,"abstract":"This work uses Particle Image Velocimetry (PIV) to calculate the liquid flow field in a radial centrifugal rotor operating with single and two-phase air–water flows. Different liquid and gas flow rates, as well as different rotating speeds, were tested. Results have shown that the liquid velocity presented slight changes, whereas the turbulent kinetic energy and the turbulent shear stress increased for a small gas volume fraction. However, increasing the mean bubble diameter at the intake has reduced the turbulent kinetic energy. This effect could be due to the energy absorption on the surface of the bubbles. Moreover, the turbulent has increased by increasing the liquid flow rate while keeping the gas flow rate fixed. The findings from this work shed light on the gas-phase effect over the liquid flow field, especially on bubble-induced turbulence. Furthermore, the results presented herein can be useful for numerical modeling validation and for improving models such as turbulence enhancement or suppression caused by bubbles.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"10 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143401380","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}
引用次数: 0
Selective recovery of neodymium from NdFeB wastes by chlorinated roasting and citric acid leaching
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-11 DOI: 10.1016/j.ces.2025.121351
Yida Li, Liping Dong, Bo Li, Yun Li, Pei Shi, Hao Yang, Nianke Zheng, Zhongqi Ren, Zhiyong Zhou
{"title":"Selective recovery of neodymium from NdFeB wastes by chlorinated roasting and citric acid leaching","authors":"Yida Li, Liping Dong, Bo Li, Yun Li, Pei Shi, Hao Yang, Nianke Zheng, Zhongqi Ren, Zhiyong Zhou","doi":"10.1016/j.ces.2025.121351","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121351","url":null,"abstract":"In this research, the rare earth elements in NdFeB wastes were recovered by combining chlorinated roasting and citric acid leaching. The NdFeB waste was first leached, and the maximum leaching efficiency of Nd reached up to 65.46 % under the conditions with citric acid concentration of 1.0 mol/L, leaching temperature of 90 °C, leaching time of 5 h, and liquid–solid ratio of 50/1 (ml/g). After that the waste was subjected to chlorinated roasting. Ammonium chloride was used as the chlorination reagent with the addition of ammonium chloride at a mass ratio of 3:1, the roasting temperature of 400 °C, and the roasting time of 2 h. The leaching efficiency of Nd after chlorinated roasting was increased to 94.2 % by using citric acid leaching. Nd was finally recovered by oxalic acid precipitation, and the obtained rare earth oxalate was roasted to obtain a rare earth oxide product with a purity of 93.51 %.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"29 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143393759","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}
引用次数: 0
Computer-aided many-objective optimization framework via deep learning surrogate models: Promoting carbon reduction in refining processes from a life cycle perspective
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-11 DOI: 10.1016/j.ces.2025.121350
Xin Zhou, Zhibo Zhang, Huibing Shi, Deming Zhao, Yaowei Wang, Haiyan Luo, Hao Yan, Weitao Zhang, Lianying Wu, Chaohe Yang
{"title":"Computer-aided many-objective optimization framework via deep learning surrogate models: Promoting carbon reduction in refining processes from a life cycle perspective","authors":"Xin Zhou, Zhibo Zhang, Huibing Shi, Deming Zhao, Yaowei Wang, Haiyan Luo, Hao Yan, Weitao Zhang, Lianying Wu, Chaohe Yang","doi":"10.1016/j.ces.2025.121350","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121350","url":null,"abstract":"This study proposed a hybrid model employing molecular-level process mechanism and data-driven surrogate optimization. We applied the hybrid model to realize the many-objective optimization for industrial chemical engineering process. The hybrid model is applied as an optimization paradigm in a novel processing route that maximizes chemicals from offshore crude oil. Molecular-level modeling procedures driven by mechanism models were employed to boost the deep learning database. Our methodology can be extended to general chemical engineering processes. A comparative analysis and evaluation by the hybrid model that is compared with the conventional direct solving model are implemented under varying operating modes. The proposed framework highlights significant arithmetic power advantages. Ulteriorly, two scenarios are assessed via employing the life cycle outlook. Results indicate that the orientation towards producing high-octane gasoline exhibits significantly 2.91% less non-renewable energy and 4.85% less CO<sub>2</sub> emissions compared with the orientation towards maximizing chemicals.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"386 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143393371","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}
引用次数: 0
Temperature regulating the directional catalytic transfer hydrogenolysis of lignin over a in situ topologically prepared NiRu/Al2O3
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-11 DOI: 10.1016/j.ces.2025.121328
Hong-Lei Yan, Hai-Tao Wang, Sheng-Chi Xia, Wei-Dong Zhang, Zhan-Ku Li, Zhi-Ping Lei, Shi-Biao Ren, Zhi-Cai Wang, Heng-Fu Shui
{"title":"Temperature regulating the directional catalytic transfer hydrogenolysis of lignin over a in situ topologically prepared NiRu/Al2O3","authors":"Hong-Lei Yan, Hai-Tao Wang, Sheng-Chi Xia, Wei-Dong Zhang, Zhan-Ku Li, Zhi-Ping Lei, Shi-Biao Ren, Zhi-Cai Wang, Heng-Fu Shui","doi":"10.1016/j.ces.2025.121328","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121328","url":null,"abstract":"Exploiting highly active heterogeneous catalysts is vital for depolymerizing lignin. Herein, a NiRu/Al<sub>2</sub>O<sub>3</sub><em>-I</em><sub>T</sub> catalyst <em>via</em> simple <em>in situ</em> topological transformation of layered double hydroxide was fabricated for catalytic transfer hydrogenolysis of enzymatic hydrolysis lignin (EHL). Model compounds containing aryl ether bonds and C–C linkages can be effectively cleaved and hydrogenated, respectively over the catalyst under mild conditions, indicating the high activity. Effect of reaction temperature on NiRu/Al<sub>2</sub>O<sub>3</sub>-<em>I</em><sub>T</sub> catalytic performance for EHL hydrogenolysis and the resulting soluble portion (SP) composition was comparatively explored. The results exhibit that strong interaction between Ni and Ru and high dispersion of NiRu/Al<sub>2</sub>O<sub>3</sub>-<em>I</em><sub>T</sub> are responsible for the efficient cleavage of ether bonds in EHL. The submaximum and maximum yields of SP with high monomers/dimers contents were acquired at 210 (SP<sub>210</sub>) and 300 °C (SP<sub>300</sub>), respectively. Monomeric phenols detected in SP<sub>210</sub> accounts for 69% of total organic compounds, while considerable hydrogenated compounds were identified in SP<sub>300</sub>. In addition, more lowly condensed oxygenates with less oxygen atoms were analyzed in SP<sub>300</sub> with FTICRMS, indicating that hydrogenation and deoxygenation were significantly enhanced with NiRu/Al<sub>2</sub>O<sub>3</sub>-<em>I</em><sub>T</sub> at higher temperature, which was also proved by ultimate and 2D HSQC NMR analyses.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"129 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143393374","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}
引用次数: 0
Highly reactive ZnFe2O4/TiO2 p-n heterojunction photocatalyst accelerates interfacial charge transfer for boosted photodegradation of ammonia nitrogen
IF 4.7 2区 工程技术
Chemical Engineering Science Pub Date : 2025-02-11 DOI: 10.1016/j.ces.2025.121361
Shuwen Ke, Matin Naghizadeh, Longhui Sun, Huijia Jin, Sheying Dong, Tinglin Huang
{"title":"Highly reactive ZnFe2O4/TiO2 p-n heterojunction photocatalyst accelerates interfacial charge transfer for boosted photodegradation of ammonia nitrogen","authors":"Shuwen Ke, Matin Naghizadeh, Longhui Sun, Huijia Jin, Sheying Dong, Tinglin Huang","doi":"10.1016/j.ces.2025.121361","DOIUrl":"https://doi.org/10.1016/j.ces.2025.121361","url":null,"abstract":"Excessive ammonia nitrogen (NH<sub>4</sub><sup>+</sup>-N) in wastewater worsens the living conditions of aquatic organisms and causes chronic poisoning of humans. In this work, the ZnFe<sub>2</sub>O<sub>4</sub>/TiO<sub>2</sub> p-n heterojunction photocatalyst was prepared to remove NH<sub>4</sub><sup>+</sup>-N. ZT-10 (the molar ratio of ZnFe<sub>2</sub>O<sub>4</sub> to TiO<sub>2</sub> was 1:10) removed 98.52 % of NH<sub>4</sub><sup>+</sup>-N (50 mg/L) at pH 10 in 90 min with a stabilized crystal structure maintained over four cycles. The experiment results demonstrated universal adaptability to various representative contaminants in actual waters. The meaningful roles of superoxide radical (∙O<sub>2</sub><sup>−</sup>), hydroxyl radical (∙OH), and holes (h<sup>+</sup>) in NH<sub>4</sub><sup>+</sup>-N photoreduction were confirmed by radical trapping experiments. The photocatalytic mechanism revealed that the improvement of photodegradation activity was primarily due<!-- --> <!-- -->to the internal electric field (IEF) generated at the p-n heterojunction interface, which facilitated the precise migration and aggregation of photoinduced electrons (e<sup>-</sup>) and holes to space reaction sites, realizing the highly efficient surface catalysis of ZnFe<sub>2</sub>O<sub>4</sub>/TiO<sub>2</sub> photocatalysts.","PeriodicalId":271,"journal":{"name":"Chemical Engineering Science","volume":"13 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143393370","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}
引用次数: 0
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