首页 > 最新文献

ChemEngineering最新文献

英文 中文
Catalysts Based on Iron Oxides for Wastewater Purification from Phenolic Compounds: Synthesis, Physicochemical Analysis, Determination of Catalytic Activity 基于氧化铁的催化剂用于净化废水中的酚类化合物:合成、理化分析、催化活性测定
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-01-01 DOI: 10.3390/chemengineering8010008
B. Dossumova, L. Sassykova, T. Shakiyeva, D. Muktaly, A. Batyrbayeva, M. A. Kozhaisakova
In this work, the synthesis of magnetite nanoparticles and catalysts based on it stabilized with silicon and aluminum oxides was carried out. It is revealed that the stabilization of the magnetite surface by using aluminum and silicon oxides leads to a decrease in the size of magnetite nanocrystals in nanocomposites (particle diameter less than ~10 nm). The catalytic activity of the obtained catalysts was evaluated during the oxidation reaction of phenol, pyrocatechin and cresol with oxygen. It is well known that phenolic compounds are among the most dangerous water pollutants. The effect of phenol concentration and the effect of temperature (303–333 K) on the rate of oxidation of phenol to Fe3O4/SiO2 has been studied. It has been determined that the dependence of the oxidation rate of phenol on the initial concentration of phenol in solution is described by a first-order equation. At temperatures of 303–313 K, incomplete absorption of the calculated amount of oxygen is observed, and the analysis data indicate the non-selective oxidation of phenol. Intermediate products, such as catechin, hydroquinone, formic acid, oxidation products, were found. The results of UV and IR spectroscopy showed that catalysts based on magnetite Fe3O4 are effective in the oxidation of phenol with oxygen. In the UV spectrum of the product in the wavelength range 190–1100 nm, there is an absorption band at a wavelength of 240–245 nm and a weak band at 430 nm, which is characteristic of benzoquinone. In the IR spectrum of the product, absorption bands were detected in the region of 1644 cm−1, which is characteristic of the oscillations of the C=O bonds of the carbonyl group of benzoquinone. The peaks also found at 1353 cm−1 and 1229 cm−1 may be due to vibrations of the C-H and C-C bonds of the quinone ring. It was found that among the synthesized catalysts, the Fe3O4/SiO2 catalyst demonstrated the greatest activity in the reaction of liquid-phase oxidation of phenol.
在这项工作中,进行了磁铁矿纳米颗粒的合成以及以硅和铝氧化物稳定的磁铁矿纳米颗粒为基础的催化剂的合成。结果表明,使用铝和硅氧化物稳定磁铁矿表面可减小纳米复合材料中磁铁矿纳米晶体的尺寸(颗粒直径小于 ~10 nm)。在苯酚、焦儿茶素和甲酚与氧气的氧化反应中,对所获得催化剂的催化活性进行了评估。众所周知,酚类化合物是最危险的水污染物之一。研究了苯酚浓度和温度(303-333 K)对苯酚与 Fe3O4/SiO2 氧化反应速率的影响。结果表明,苯酚的氧化速率与溶液中苯酚的初始浓度之间的关系用一阶方程式来描述。在 303-313 K 的温度下,可以观察到对计算量氧气的不完全吸收,分析数据表明苯酚的氧化是非选择性的。发现了中间产物,如儿茶素、对苯二酚、甲酸、氧化产物等。紫外光谱和红外光谱结果表明,基于磁铁矿 Fe3O4 的催化剂能有效促进苯酚与氧气的氧化。在波长范围为 190-1100 nm 的产物紫外光谱中,有一个波长为 240-245 nm 的吸收带和一个波长为 430 nm 的弱吸收带,这是苯醌的特征。在产品的红外光谱中,在 1644 cm-1 区域检测到吸收带,这是苯醌羰基的 C=O 键振荡的特征。在 1353 厘米-1 和 1229 厘米-1 处发现的峰可能是醌环的 C-H 键和 C-C 键振动所致。研究发现,在合成的催化剂中,Fe3O4/SiO2 催化剂在苯酚的液相氧化反应中活性最高。
{"title":"Catalysts Based on Iron Oxides for Wastewater Purification from Phenolic Compounds: Synthesis, Physicochemical Analysis, Determination of Catalytic Activity","authors":"B. Dossumova, L. Sassykova, T. Shakiyeva, D. Muktaly, A. Batyrbayeva, M. A. Kozhaisakova","doi":"10.3390/chemengineering8010008","DOIUrl":"https://doi.org/10.3390/chemengineering8010008","url":null,"abstract":"In this work, the synthesis of magnetite nanoparticles and catalysts based on it stabilized with silicon and aluminum oxides was carried out. It is revealed that the stabilization of the magnetite surface by using aluminum and silicon oxides leads to a decrease in the size of magnetite nanocrystals in nanocomposites (particle diameter less than ~10 nm). The catalytic activity of the obtained catalysts was evaluated during the oxidation reaction of phenol, pyrocatechin and cresol with oxygen. It is well known that phenolic compounds are among the most dangerous water pollutants. The effect of phenol concentration and the effect of temperature (303–333 K) on the rate of oxidation of phenol to Fe3O4/SiO2 has been studied. It has been determined that the dependence of the oxidation rate of phenol on the initial concentration of phenol in solution is described by a first-order equation. At temperatures of 303–313 K, incomplete absorption of the calculated amount of oxygen is observed, and the analysis data indicate the non-selective oxidation of phenol. Intermediate products, such as catechin, hydroquinone, formic acid, oxidation products, were found. The results of UV and IR spectroscopy showed that catalysts based on magnetite Fe3O4 are effective in the oxidation of phenol with oxygen. In the UV spectrum of the product in the wavelength range 190–1100 nm, there is an absorption band at a wavelength of 240–245 nm and a weak band at 430 nm, which is characteristic of benzoquinone. In the IR spectrum of the product, absorption bands were detected in the region of 1644 cm−1, which is characteristic of the oscillations of the C=O bonds of the carbonyl group of benzoquinone. The peaks also found at 1353 cm−1 and 1229 cm−1 may be due to vibrations of the C-H and C-C bonds of the quinone ring. It was found that among the synthesized catalysts, the Fe3O4/SiO2 catalyst demonstrated the greatest activity in the reaction of liquid-phase oxidation of phenol.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"48 11","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139126974","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","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 Inserting Baffles on the Solid Particle Segregation Behavior in Fluidized Bed Reactor: A Computational Study 插入挡板对流化床反应器中固体颗粒偏析行为的影响:计算研究
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2024-01-01 DOI: 10.3390/chemengineering8010007
Suchart Kreesaeng, B. Chalermsinsuwan, P. Piumsomboon
In multi-solid, particle-size fluidized bed reactor systems, segregation is commonly observed. When segregation occurred, small solid particles were entrained to the top of the bed and escaped from the reactor. During the combustion process, the small solid particles that escaped from the boiler were burned and subjected to damage around the cyclone separator. This study then employed a computational fluid dynamics approach to investigate solid particle behavior in the reactor using three different sizes of solid particles. The effects of baffle insertion, baffle angle, stage number, and its arrangement were examined. The percentage of segregation was calculated to compare behavior among different reactor systems. The insertion of 45-degree baffles resulted in reduced segregation behavior compared to cases without baffles and with 90-degree baffles, attributed to solid hindering and collision phenomena. Additionally, a double-stage baffle with any arrangement could reduce segregation behavior. The best arrangement was “above-arrangement” due to particles hindering, swirling, and accumulating between the baffle stages. Therefore, to diminish segregation behavior and enhance combustion chemical reactions, the insertion of baffles in the reactor zone is recommended.
在多固体、粒度流化床反应器系统中,通常会出现偏析现象。发生偏析时,小的固体颗粒被夹带到床的顶部,并从反应器中逸出。在燃烧过程中,逸出锅炉的小固体颗粒被燃烧,并在旋风分离器周围受到破坏。本研究采用计算流体动力学方法,使用三种不同大小的固体颗粒研究反应器中的固体颗粒行为。研究了挡板插入、挡板角度、级数及其排列的影响。计算了偏析的百分比,以比较不同反应器系统的行为。与无挡板和有 90 度挡板的情况相比,插入 45 度挡板可减少偏析行为,这归因于固体阻碍和碰撞现象。此外,任何布置的双级挡板都能减少偏析行为。最佳布置是 "高于布置",原因是颗粒在挡板级之间阻碍、旋转和积聚。因此,为了减少偏析行为并加强燃烧化学反应,建议在反应器区域插入挡板。
{"title":"Effect of Inserting Baffles on the Solid Particle Segregation Behavior in Fluidized Bed Reactor: A Computational Study","authors":"Suchart Kreesaeng, B. Chalermsinsuwan, P. Piumsomboon","doi":"10.3390/chemengineering8010007","DOIUrl":"https://doi.org/10.3390/chemengineering8010007","url":null,"abstract":"In multi-solid, particle-size fluidized bed reactor systems, segregation is commonly observed. When segregation occurred, small solid particles were entrained to the top of the bed and escaped from the reactor. During the combustion process, the small solid particles that escaped from the boiler were burned and subjected to damage around the cyclone separator. This study then employed a computational fluid dynamics approach to investigate solid particle behavior in the reactor using three different sizes of solid particles. The effects of baffle insertion, baffle angle, stage number, and its arrangement were examined. The percentage of segregation was calculated to compare behavior among different reactor systems. The insertion of 45-degree baffles resulted in reduced segregation behavior compared to cases without baffles and with 90-degree baffles, attributed to solid hindering and collision phenomena. Additionally, a double-stage baffle with any arrangement could reduce segregation behavior. The best arrangement was “above-arrangement” due to particles hindering, swirling, and accumulating between the baffle stages. Therefore, to diminish segregation behavior and enhance combustion chemical reactions, the insertion of baffles in the reactor zone is recommended.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"96 12","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139128644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Force Field for Calculation of the Vapor-Liquid Phase Equilibrium of trans-Decalin 计算反式萘烷气液相平衡的力场
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-26 DOI: 10.3390/chemengineering8010006
I. Anashkin, A. Klinov
Based on the TraPPE force field, previously unknown values of the parameters of the intermolecular interaction potential of trans-decalin were determined. Parametrization was carried out using experimental data on saturated vapor pressure and density at atmospheric pressure. The found parameters make it possible to adequately describe the boiling and condensation lines of trans-decalin and also predict the critical values of pressure, density, and temperature with satisfactory accuracy. Calculations of vapor-liquid phase equilibrium conditions for a binary CO2—trans-decalin mixture in supercritical conditions for CO2 were carried out. When quantitatively comparing the calculated values with experimental data, an underestimation of pressure at a temperature of 345.4 K by 30% is observed, which decreases to 5% for temperatures up to 525 K.
基于 TraPPE 力场,确定了反式癸醛分子间相互作用势参数的未知值。利用大气压下饱和蒸汽压和密度的实验数据进行了参数化。所发现的参数可以充分描述反式萘烷的沸腾和凝结线,并能准确预测压力、密度和温度的临界值。在二氧化碳的超临界条件下,对二氧化碳-反式萘烷二元混合物的汽液相平衡条件进行了计算。将计算值与实验数据进行定量比较后发现,在温度为 345.4 K 时,压力被低估了 30%,而在温度高达 525 K 时,压力被低估的比例下降到 5%。
{"title":"Force Field for Calculation of the Vapor-Liquid Phase Equilibrium of trans-Decalin","authors":"I. Anashkin, A. Klinov","doi":"10.3390/chemengineering8010006","DOIUrl":"https://doi.org/10.3390/chemengineering8010006","url":null,"abstract":"Based on the TraPPE force field, previously unknown values of the parameters of the intermolecular interaction potential of trans-decalin were determined. Parametrization was carried out using experimental data on saturated vapor pressure and density at atmospheric pressure. The found parameters make it possible to adequately describe the boiling and condensation lines of trans-decalin and also predict the critical values of pressure, density, and temperature with satisfactory accuracy. Calculations of vapor-liquid phase equilibrium conditions for a binary CO2—trans-decalin mixture in supercritical conditions for CO2 were carried out. When quantitatively comparing the calculated values with experimental data, an underestimation of pressure at a temperature of 345.4 K by 30% is observed, which decreases to 5% for temperatures up to 525 K.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"29 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139155783","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ultrafiltration to Increase the Consistency of Fruit Pulps: The Role of Permeate Flux 超滤提高果肉浓度:渗透通量的作用
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-20 DOI: 10.3390/chemengineering8010003
F. Chiampo
Ultrafiltration is a well-known operation, widely used in food processing, especially to concentrate selectively liquid compounds. However, so far, it has been mainly used to change concentration and/or clarify liquids with low viscosity. Ultrafiltration has seldomly been applied to viscous fluids. In this study, it was used to increase the consistency of fruit pulps, without changing their taste and organoleptic properties. This paper reports the findings achieved in experimental runs carried out on a pilot plant, equipped with four ultrafiltration tubular membranes (total surface area = 0.8 m2). Raw fruit pulps, namely, apple, apricot, and pear, were used to study the influence of the operative parameters on the permeate flux and organoleptic properties of the final products (retentate and permeate). The flow rate was in the range of 3.0–5.1 m3/h, at 50 °C. The influence of temperature on the permeate flux was checked, with one run with apple pulp at 20 °C. As expected, the findings show that high flow rate and temperature improve the permeate flux. Membranes show different performance in permeate flux for the tested pulps. This is probably due to their different chemical and physical composition, which could be responsible for different fouling of the membrane and, as a consequence, a different resistance to the permeate flow. The final products have the same taste as the raw ones, and each of them can be used as it is or as an ingredient. These results have a technological relevance, and, besides, the study shows a methodology for future applications of ultrafiltration.
超滤是一种众所周知的操作,广泛用于食品加工,尤其是选择性浓缩液体化合物。然而,迄今为止,超滤主要用于改变浓度和/或澄清低粘度液体。超滤很少应用于粘性液体。在这项研究中,超滤被用来增加果肉的稠度,而不改变其口感和感官特性。本文报告了在试验设备上进行的实验结果,该设备配备了四个超滤管式膜(总表面积 = 0.8 m2)。使用苹果、杏和梨等原果肉来研究操作参数对渗透通量和最终产品(回流液和渗透液)感官特性的影响。流速范围为 3.0-5.1 m3/h,温度为 50 °C。对温度对渗透通量的影响进行了检测,其中一次是在 20 °C 下用苹果浆进行的。正如预期的那样,研究结果表明,高流速和高温度可提高渗透通量。对于测试的纸浆,膜在渗透通量方面表现出不同的性能。这可能是由于它们的化学和物理成分不同,导致膜的堵塞情况不同,因此对渗透流的阻力也不同。最终产品的味道与原料产品相同,每种产品都可以直接使用或用作配料。这些结果具有技术意义,此外,这项研究还为超滤的未来应用提供了一种方法。
{"title":"Ultrafiltration to Increase the Consistency of Fruit Pulps: The Role of Permeate Flux","authors":"F. Chiampo","doi":"10.3390/chemengineering8010003","DOIUrl":"https://doi.org/10.3390/chemengineering8010003","url":null,"abstract":"Ultrafiltration is a well-known operation, widely used in food processing, especially to concentrate selectively liquid compounds. However, so far, it has been mainly used to change concentration and/or clarify liquids with low viscosity. Ultrafiltration has seldomly been applied to viscous fluids. In this study, it was used to increase the consistency of fruit pulps, without changing their taste and organoleptic properties. This paper reports the findings achieved in experimental runs carried out on a pilot plant, equipped with four ultrafiltration tubular membranes (total surface area = 0.8 m2). Raw fruit pulps, namely, apple, apricot, and pear, were used to study the influence of the operative parameters on the permeate flux and organoleptic properties of the final products (retentate and permeate). The flow rate was in the range of 3.0–5.1 m3/h, at 50 °C. The influence of temperature on the permeate flux was checked, with one run with apple pulp at 20 °C. As expected, the findings show that high flow rate and temperature improve the permeate flux. Membranes show different performance in permeate flux for the tested pulps. This is probably due to their different chemical and physical composition, which could be responsible for different fouling of the membrane and, as a consequence, a different resistance to the permeate flow. The final products have the same taste as the raw ones, and each of them can be used as it is or as an ingredient. These results have a technological relevance, and, besides, the study shows a methodology for future applications of ultrafiltration.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"270 ","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139170731","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Antisolvent Crystallization of Papain 木瓜蛋白酶的抗溶剂结晶
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-20 DOI: 10.3390/chemengineering8010004
Sasitorn Boonkerd, Lek Wantha
Protein crystallization plays a crucial role in the food and pharmaceutical industries, enhancing product quality and efficiency by improving purity and controlled particle characteristics. This study focused on the crystallization of the versatile protein papain, extracted from papaya. Antisolvent crystallization was performed. This method is cost-effective and is a simple and energy-efficient approach. Beyond protein crystal production, the antisolvent crystallization process serves as a method for encapsulating active pharmaceutical ingredients (APIs). The study investigated organic solvents like ethanol, acetone, and acetonitrile as potential antisolvents. Additionally, the impact of variables such as the solvent-to-antisolvent (S:AS) volume ratio and papain concentration on particle size, particle size distribution, zeta potential, crystallization yield, and residual activity of papain crystals were examined. Ethanol emerged as the optimal antisolvent, reducing the solubility of papain and preserving papain’s crystalline structure with minimal activity loss. Optimal conditions were identified at a 1:4 S:AS volume ratio and a papain concentration of 30 mg/mL, resulting in nanosized spherical crystals with a high yield and preserved activity. This research underscored the crucial role of thoughtful parameter selection in antisolvent crystallization to achieve specific particle characteristics while maintaining the functionality of the crystallized substance.
蛋白质结晶在食品和制药行业中起着至关重要的作用,可通过提高纯度和控制颗粒特性来提高产品质量和效率。本研究侧重于从木瓜中提取的多功能蛋白质木瓜蛋白酶的结晶。采用的是反溶剂结晶法。这种方法具有成本效益,是一种简单而节能的方法。除了蛋白质结晶生产外,反溶剂结晶工艺还是一种封装活性药物成分(API)的方法。研究调查了乙醇、丙酮和乙腈等有机溶剂作为潜在的抗溶剂。此外,研究还考察了溶剂与非溶剂(S:AS)体积比和木瓜蛋白酶浓度等变量对木瓜蛋白酶晶体的粒度、粒度分布、ZETA电位、结晶产量和剩余活性的影响。乙醇是最佳的抗溶剂,它能降低木瓜蛋白酶的溶解度,保持木瓜蛋白酶的晶体结构,同时将活性损失降到最低。最佳条件是 S:AS 体积比为 1:4,木瓜蛋白酶浓度为 30 毫克/毫升,这样就能得到纳米级球形晶体,产量高且保留了活性。这项研究强调了在抗溶剂结晶过程中周密选择参数的关键作用,即在保持结晶物质功能性的同时实现特定的颗粒特性。
{"title":"Antisolvent Crystallization of Papain","authors":"Sasitorn Boonkerd, Lek Wantha","doi":"10.3390/chemengineering8010004","DOIUrl":"https://doi.org/10.3390/chemengineering8010004","url":null,"abstract":"Protein crystallization plays a crucial role in the food and pharmaceutical industries, enhancing product quality and efficiency by improving purity and controlled particle characteristics. This study focused on the crystallization of the versatile protein papain, extracted from papaya. Antisolvent crystallization was performed. This method is cost-effective and is a simple and energy-efficient approach. Beyond protein crystal production, the antisolvent crystallization process serves as a method for encapsulating active pharmaceutical ingredients (APIs). The study investigated organic solvents like ethanol, acetone, and acetonitrile as potential antisolvents. Additionally, the impact of variables such as the solvent-to-antisolvent (S:AS) volume ratio and papain concentration on particle size, particle size distribution, zeta potential, crystallization yield, and residual activity of papain crystals were examined. Ethanol emerged as the optimal antisolvent, reducing the solubility of papain and preserving papain’s crystalline structure with minimal activity loss. Optimal conditions were identified at a 1:4 S:AS volume ratio and a papain concentration of 30 mg/mL, resulting in nanosized spherical crystals with a high yield and preserved activity. This research underscored the crucial role of thoughtful parameter selection in antisolvent crystallization to achieve specific particle characteristics while maintaining the functionality of the crystallized substance.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"81 14","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138957960","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved Fault Detection in Chemical Engineering Processes via Non-Parametric Kolmogorov–Smirnov-Based Monitoring Strategy 通过基于非参数 Kolmogorov-Smirnov 监测策略改进化学工程过程中的故障检测
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-19 DOI: 10.3390/chemengineering8010001
K. Kini, Muddu Madakyaru, F. Harrou, Mukund Kumar Menon, Ying Sun
Fault detection is crucial in maintaining reliability, safety, and consistent product quality in chemical engineering processes. Accurate fault detection allows for identifying anomalies, signaling deviations from the system’s nominal behavior, ensuring the system operates within desired performance parameters, and minimizing potential losses. This paper presents a novel semi-supervised data-based monitoring technique for fault detection in multivariate processes. To this end, the proposed approach merges the capabilities of Principal Component Analysis (PCA) for dimensionality reduction and feature extraction with the Kolmogorov–Smirnov (KS)-based scheme for fault detection. The KS indicator is computed between the two distributions in a moving window of fixed length, allowing it to capture sensitive details that enhance the detection of faults. Moreover, no labeling is required when using this fault detection approach, making it flexible in practice. The performance of the proposed PCA–KS strategy is assessed for different sensor faults on benchmark processes, specifically the Plug Flow Reactor (PFR) process and the benchmark Tennessee Eastman (TE) process. Different sensor faults, including bias, intermittent, and aging faults, are considered in this study to evaluate the proposed fault detection scheme. The results demonstrate that the proposed approach surpasses traditional PCA-based methods. Specifically, when applied to PFR data, it achieves a high average detection rate of 98.31% and a low false alarm rate of 0.25%. Similarly, when applied to the TE process, it provides a good average detection rate of 97.27% and a false alarm rate of 6.32%. These results underscore the efficacy of the proposed PCA–KS approach in enhancing the fault detection of high-dimensional processes.
故障检测对于保持化学工程流程的可靠性、安全性和产品质量的一致性至关重要。准确的故障检测可以识别异常情况,发出偏离系统标称行为的信号,确保系统在所需的性能参数范围内运行,并将潜在损失降至最低。本文提出了一种新颖的基于数据的半监督监控技术,用于多元过程中的故障检测。为此,所提出的方法将用于降维和特征提取的主成分分析(PCA)功能与基于 Kolmogorov-Smirnov (KS) 的故障检测方案相结合。KS 指标是在固定长度的移动窗口中对两个分布进行计算的,因此可以捕捉到敏感的细节,从而增强故障检测能力。此外,使用这种故障检测方法无需标记,因此在实践中非常灵活。针对基准工艺上的不同传感器故障,特别是塞流反应器(PFR)工艺和基准田纳西伊士曼(TE)工艺,对所提出的 PCA-KS 策略的性能进行了评估。本研究考虑了不同的传感器故障,包括偏差、间歇和老化故障,以评估所提出的故障检测方案。结果表明,所提出的方法超越了传统的基于 PCA 的方法。具体来说,当应用于 PFR 数据时,它实现了 98.31% 的高平均检测率和 0.25% 的低误报率。同样,当应用于 TE 过程时,它的平均检测率为 97.27%,误报率为 6.32%。这些结果证明了所提出的 PCA-KS 方法在增强高维过程故障检测方面的功效。
{"title":"Improved Fault Detection in Chemical Engineering Processes via Non-Parametric Kolmogorov–Smirnov-Based Monitoring Strategy","authors":"K. Kini, Muddu Madakyaru, F. Harrou, Mukund Kumar Menon, Ying Sun","doi":"10.3390/chemengineering8010001","DOIUrl":"https://doi.org/10.3390/chemengineering8010001","url":null,"abstract":"Fault detection is crucial in maintaining reliability, safety, and consistent product quality in chemical engineering processes. Accurate fault detection allows for identifying anomalies, signaling deviations from the system’s nominal behavior, ensuring the system operates within desired performance parameters, and minimizing potential losses. This paper presents a novel semi-supervised data-based monitoring technique for fault detection in multivariate processes. To this end, the proposed approach merges the capabilities of Principal Component Analysis (PCA) for dimensionality reduction and feature extraction with the Kolmogorov–Smirnov (KS)-based scheme for fault detection. The KS indicator is computed between the two distributions in a moving window of fixed length, allowing it to capture sensitive details that enhance the detection of faults. Moreover, no labeling is required when using this fault detection approach, making it flexible in practice. The performance of the proposed PCA–KS strategy is assessed for different sensor faults on benchmark processes, specifically the Plug Flow Reactor (PFR) process and the benchmark Tennessee Eastman (TE) process. Different sensor faults, including bias, intermittent, and aging faults, are considered in this study to evaluate the proposed fault detection scheme. The results demonstrate that the proposed approach surpasses traditional PCA-based methods. Specifically, when applied to PFR data, it achieves a high average detection rate of 98.31% and a low false alarm rate of 0.25%. Similarly, when applied to the TE process, it provides a good average detection rate of 97.27% and a false alarm rate of 6.32%. These results underscore the efficacy of the proposed PCA–KS approach in enhancing the fault detection of high-dimensional processes.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":" 831","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138960389","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Significant Progress of Initiated Chemical Vapor Deposition in Manufacturing Soft Non-spherical Nanoparticles: Upgrading to the Condensed Droplet Polymerization Approach and Key Technological Aspects 引发化学气相沉积法在制造软质非球形纳米颗粒方面的重大进展:升级到凝聚液滴聚合方法和关键技术方面
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-19 DOI: 10.3390/chemengineering8010002
Di Zhang
Initiated chemical vapor deposition is a unique solvent-free and completely dry vapor-phase deposition technique used to synthesize organic polymer films. In this process, an activated initiator, monomer, and carrier gas are introduced into the reaction chamber simultaneously. This technique has been widely adopted. However, if the monomer and initiator are introduced into the chamber in stages—allowing gas-phase monomer deposition and condensation first, followed by initiator introduction and controlling the monomer partial pressure to be higher than the saturated vapor pressure—non-spherical polymer nanoparticles with dome-like shapes can be obtained. This advanced iCVD technique is referred to as the “Condensed Droplet Polymerization Approach”. This high monomer partial pressure gas-phase deposition is not suitable for forming uniformly composed iCVD films; but interestingly, it can rapidly obtain polymer nanodomes (PNDs). Using CDP technology, Franklin polymerized multifunctional nanodomes in less than 45 s, demonstrating a wide range of continuous particle size variations, from sub-20 nanometers to over 1 micron. This rapid synthesis included a variety of functional polymer nanodomes in just a matter of seconds to minutes. This review discusses the crucial process conditions of the Condensed Droplet Polymerization (CDP) Approach for synthesizing PNDs. The main focus of the discussion was on the two-step method for synthesizing PNDs, where the nucleation mechanism of PNDs, factors influencing their size, and the effect of pressure on the distinct condensation of monomer vapor into polymer nanodomes and polymer films were extensively explored.
引发化学气相沉积是一种独特的无溶剂、完全干燥的气相沉积技术,用于合成有机聚合物薄膜。在此过程中,活化引发剂、单体和载气同时进入反应室。这种技术已被广泛采用。但是,如果将单体和引发剂分阶段引入反应室--先让气相单体沉积和凝结,然后再引入引发剂,并控制单体分压高于饱和蒸汽压--则可获得圆顶状的非球形聚合物纳米颗粒。这种先进的 iCVD 技术被称为 "凝聚液滴聚合法"。这种高单体分压气相沉积技术不适合形成成分均匀的 iCVD 薄膜,但有趣的是,它可以快速获得聚合物纳米球(PND)。富兰克林利用 CDP 技术在不到 45 秒的时间内聚合出了多功能纳米块,并展示了从 20 纳米以下到 1 微米以上的各种连续粒度变化。这种快速合成在几秒到几分钟内就完成了各种功能性聚合物纳米体的合成。本综述讨论了冷凝液滴聚合(CDP)法合成 PND 的关键工艺条件。讨论的重点是合成 PND 的两步法,其中广泛探讨了 PND 的成核机制、影响其尺寸的因素以及压力对单体蒸汽明显缩聚成聚合物纳米块和聚合物薄膜的影响。
{"title":"Significant Progress of Initiated Chemical Vapor Deposition in Manufacturing Soft Non-spherical Nanoparticles: Upgrading to the Condensed Droplet Polymerization Approach and Key Technological Aspects","authors":"Di Zhang","doi":"10.3390/chemengineering8010002","DOIUrl":"https://doi.org/10.3390/chemengineering8010002","url":null,"abstract":"Initiated chemical vapor deposition is a unique solvent-free and completely dry vapor-phase deposition technique used to synthesize organic polymer films. In this process, an activated initiator, monomer, and carrier gas are introduced into the reaction chamber simultaneously. This technique has been widely adopted. However, if the monomer and initiator are introduced into the chamber in stages—allowing gas-phase monomer deposition and condensation first, followed by initiator introduction and controlling the monomer partial pressure to be higher than the saturated vapor pressure—non-spherical polymer nanoparticles with dome-like shapes can be obtained. This advanced iCVD technique is referred to as the “Condensed Droplet Polymerization Approach”. This high monomer partial pressure gas-phase deposition is not suitable for forming uniformly composed iCVD films; but interestingly, it can rapidly obtain polymer nanodomes (PNDs). Using CDP technology, Franklin polymerized multifunctional nanodomes in less than 45 s, demonstrating a wide range of continuous particle size variations, from sub-20 nanometers to over 1 micron. This rapid synthesis included a variety of functional polymer nanodomes in just a matter of seconds to minutes. This review discusses the crucial process conditions of the Condensed Droplet Polymerization (CDP) Approach for synthesizing PNDs. The main focus of the discussion was on the two-step method for synthesizing PNDs, where the nucleation mechanism of PNDs, factors influencing their size, and the effect of pressure on the distinct condensation of monomer vapor into polymer nanodomes and polymer films were extensively explored.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":" 6","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138962571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Microwave-Assisted Synthesis of Titanosilicates Using a Precursor Produced from Titanium Ore Concentrate 利用钛精矿生产的前驱体微波辅助合成钛硅酸盐
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-15 DOI: 10.3390/chemengineering7060118
G. O. Kalashnikova, D. V. Gryaznova, A. Baranchikov, Sergey N. Britvin, V. Yakovenchuk, G. O. Samburov, V. Veselova, Aleksandra Y. Pulyalina, Y. Pakhomovsky, A. Bazai, M. Y. Glazunova, A. A. Shirokaya, Irina V. Kozerozhets, Anatoly I. Nikolaev, Vladimir K. Ivanov
Titanosilicates comprise a broad class of materials with promising technological applications. The typical obstacle that restricts their industrial applicability is the high manufacturing cost due to the use of specific organotitanium precursors. We herein report a new approach to the synthesis of titanosilicates using an inexpensive inorganic precursor, ammonium titanyl sulfate (ATS or STA), (NH4)2TiO(SO4)2∙H2O. The latter is an intermediate in the processing of titanium-bearing concentrates produced from apatite-nepheline ores. In this paper, the new synthetic approach is exemplified by the microwave-assisted synthesis of IONSIVE-911, one of the most effective Cs-ion scavengers. The method can be modified to synthesize various titanosilicate compounds.
钛硅酸盐是一类具有广阔技术应用前景的材料。限制其工业应用的典型障碍是使用特定的有机钛前驱体导致的高制造成本。我们在此报告一种利用廉价无机前体--硫酸钛酸铵(ATS 或 STA)(NH4)2TiO(SO4)2∙H2O 合成钛硅酸盐的新方法。后者是由磷灰石-霞石矿石生产的含钛精矿加工过程中的一种中间体。本文通过微波辅助合成 IONSIVE-911(最有效的 Cs 离子清除剂之一)来说明这种新的合成方法。该方法可用于合成各种钛硅酸盐化合物。
{"title":"Microwave-Assisted Synthesis of Titanosilicates Using a Precursor Produced from Titanium Ore Concentrate","authors":"G. O. Kalashnikova, D. V. Gryaznova, A. Baranchikov, Sergey N. Britvin, V. Yakovenchuk, G. O. Samburov, V. Veselova, Aleksandra Y. Pulyalina, Y. Pakhomovsky, A. Bazai, M. Y. Glazunova, A. A. Shirokaya, Irina V. Kozerozhets, Anatoly I. Nikolaev, Vladimir K. Ivanov","doi":"10.3390/chemengineering7060118","DOIUrl":"https://doi.org/10.3390/chemengineering7060118","url":null,"abstract":"Titanosilicates comprise a broad class of materials with promising technological applications. The typical obstacle that restricts their industrial applicability is the high manufacturing cost due to the use of specific organotitanium precursors. We herein report a new approach to the synthesis of titanosilicates using an inexpensive inorganic precursor, ammonium titanyl sulfate (ATS or STA), (NH4)2TiO(SO4)2∙H2O. The latter is an intermediate in the processing of titanium-bearing concentrates produced from apatite-nepheline ores. In this paper, the new synthetic approach is exemplified by the microwave-assisted synthesis of IONSIVE-911, one of the most effective Cs-ion scavengers. The method can be modified to synthesize various titanosilicate compounds.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"222 22","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138996976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of Stabilization and Physical–Chemical Properties of CNT Antifreeze Nanofluid Prepared in 50:50 EG/Water by Modified Strategy 通过改进策略在 50:50 EG/Water 中制备 CNT 抗冻纳米流体的稳定性和物理化学性能评估
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-06 DOI: 10.3390/chemengineering7060117
P. Yadav, S. Gupta, Surendra Kumar Sharma
This article proposes a better alternative method to prepare CNT antifreeze nanofluid in EG/water by modifying the conventional method that requires long hours of sonication. Sonicating a sample for long hours is time and energy consuming and may deform the structure of CNT. In the modified method, the nanofluid preparation was carried out by dispersion of CNT in EG via sonication followed by adding water and again sonication. The study shows that nanofluid could be prepared in less sonication time of 1.5 h compared to the 5 h required in the conventional method. FTIR spectroscopy revealed that interaction of EG with CNT occurs via trans conformation resulting in greater stabilization and better interaction of nanofluid prepared by this method (85 days) as compared to nanofluid prepared by the conventional method (50 days). The nanofluid prepared by this method has better physical–chemical properties compared to nanofluid prepared by the conventional method. The nanofluid prepared by this method showed higher stability and better physical–chemical properties at a lower sonication time. Hence it is a more effective and cost efficient technique for preparing CNT (EG/water) nanofluid.
本文提出了一种在EG/水中制备碳纳米管防冻纳米流体的更好的替代方法,改进了需要长时间超声的传统方法。对样品进行长时间的超声检测不仅耗时耗力,而且可能使碳纳米管的结构变形。在改进的方法中,纳米流体的制备是通过超声将碳纳米管分散到EG中,然后加水再超声。研究表明,与传统方法所需的5 h超声时间相比,该方法可在1.5 h的超声时间内制备纳米流体。FTIR光谱显示,EG与碳纳米管的相互作用是通过反式构象发生的,与传统方法制备的纳米流体(50天)相比,这种方法制备的纳米流体(85天)具有更高的稳定性和更好的相互作用。与传统方法制备的纳米流体相比,该方法制备的纳米流体具有更好的物理化学性能。该方法制备的纳米流体在较短的超声时间内具有较高的稳定性和较好的物理化学性能。因此,它是制备碳纳米管(EG/水)纳米流体的一种更有效、更经济的技术。
{"title":"Evaluation of Stabilization and Physical–Chemical Properties of CNT Antifreeze Nanofluid Prepared in 50:50 EG/Water by Modified Strategy","authors":"P. Yadav, S. Gupta, Surendra Kumar Sharma","doi":"10.3390/chemengineering7060117","DOIUrl":"https://doi.org/10.3390/chemengineering7060117","url":null,"abstract":"This article proposes a better alternative method to prepare CNT antifreeze nanofluid in EG/water by modifying the conventional method that requires long hours of sonication. Sonicating a sample for long hours is time and energy consuming and may deform the structure of CNT. In the modified method, the nanofluid preparation was carried out by dispersion of CNT in EG via sonication followed by adding water and again sonication. The study shows that nanofluid could be prepared in less sonication time of 1.5 h compared to the 5 h required in the conventional method. FTIR spectroscopy revealed that interaction of EG with CNT occurs via trans conformation resulting in greater stabilization and better interaction of nanofluid prepared by this method (85 days) as compared to nanofluid prepared by the conventional method (50 days). The nanofluid prepared by this method has better physical–chemical properties compared to nanofluid prepared by the conventional method. The nanofluid prepared by this method showed higher stability and better physical–chemical properties at a lower sonication time. Hence it is a more effective and cost efficient technique for preparing CNT (EG/water) nanofluid.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"69 3","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138594550","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring Strategies for Copper Removal from Nickel Anolytes: A Review 探索从镍溶解物中去除铜的策略:综述
IF 2.5 Q2 ENGINEERING, CHEMICAL Pub Date : 2023-12-05 DOI: 10.3390/chemengineering7060116
Xiaowei Tang, Kunyu Ju
Various methods, such as electrochemical purification, chemical precipitation, solvent extraction, and ion-exchange resins, have been extensively employed for the removal of copper from nickel anolytes. However, these methods exhibit several significant drawbacks when applied in industrial settings. For instance, electrochemical purification fails to efficiently manage nickel anolyte solutions with low copper content. Chemical precipitation presents challenges in residue management and incurs high production costs for precipitants. Solvent extraction raises concerns related to toxicity, while the use of ion-exchange resins demands meticulous selection of suitable materials. In this review, we present a comprehensive review of the nickel removal methods used for nickel anolyte purification, electrochemical purification, chemical precipitation, solvent extraction, and ion-exchange resins. We also examine the suitability and benefits of each technique in industrial settings. The ion-exchange method has drawn significant attention due to its strong selectivity and small adsorption quantity. The ion-exchange separation process does not generate any slag, and the ion-exchange resin can be recycled and reused; this method has great potential in a wide range of applications.
电化学净化、化学沉淀法、溶剂萃取法、离子交换树脂法等多种方法已被广泛应用于镍阳极液中铜的去除。然而,这些方法在应用于工业环境时表现出几个明显的缺点。例如,电化学净化不能有效地处理低铜含量的镍阳极液溶液。化学沉淀法对残留物管理提出了挑战,并导致沉淀剂的高生产成本。溶剂萃取引起了人们对毒性的担忧,而使用离子交换树脂则需要精心选择合适的材料。本文对镍阳极液净化、电化学净化、化学沉淀法、溶剂萃取法和离子交换树脂法等除镍方法进行了综述。我们还研究了每种技术在工业环境中的适用性和益处。离子交换法因其选择性强、吸附量小而受到广泛关注。离子交换分离过程不产生任何渣,离子交换树脂可回收再利用;该方法具有广泛的应用潜力。
{"title":"Exploring Strategies for Copper Removal from Nickel Anolytes: A Review","authors":"Xiaowei Tang, Kunyu Ju","doi":"10.3390/chemengineering7060116","DOIUrl":"https://doi.org/10.3390/chemengineering7060116","url":null,"abstract":"Various methods, such as electrochemical purification, chemical precipitation, solvent extraction, and ion-exchange resins, have been extensively employed for the removal of copper from nickel anolytes. However, these methods exhibit several significant drawbacks when applied in industrial settings. For instance, electrochemical purification fails to efficiently manage nickel anolyte solutions with low copper content. Chemical precipitation presents challenges in residue management and incurs high production costs for precipitants. Solvent extraction raises concerns related to toxicity, while the use of ion-exchange resins demands meticulous selection of suitable materials. In this review, we present a comprehensive review of the nickel removal methods used for nickel anolyte purification, electrochemical purification, chemical precipitation, solvent extraction, and ion-exchange resins. We also examine the suitability and benefits of each technique in industrial settings. The ion-exchange method has drawn significant attention due to its strong selectivity and small adsorption quantity. The ion-exchange separation process does not generate any slag, and the ion-exchange resin can be recycled and reused; this method has great potential in a wide range of applications.","PeriodicalId":9755,"journal":{"name":"ChemEngineering","volume":"96 23","pages":""},"PeriodicalIF":2.5,"publicationDate":"2023-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138599891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
ChemEngineering
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1