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INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS · 2024 · IF 4.2

Parameter optimization of ultrafine molybdenum powder during hydrogen reduction of MoO2 based on central composite design method

Xiao Liu,Lu Wang,Zheng-Liang Xue

The hydrogen reduction of MoO 2 is a common method for preparing ultrafine molybdenum powder, which is an important basic material for manufacturing high-performance Mo-based alloys. However, its preparation parameters are usually hard to be controlled. To address this issue, the work conducted the parameter optimization research during the hydrogen reduction process with using central composite design method, and the influence of different parameters such as reaction temperature, yttrium content, and hydrogen flow rate, on the particle size and oxygen content of the prepared molybdenum powder were investigated. The findings showed that the particle size of the prepared molybdenum powder is gradually decreased with the increase of reaction temperature and yttrium content, while gradually increased with the increase of hydrogen flow rate. The oxygen content of the prepared molybdenum powder is gradually decreased with the increase of reaction temperature and hydrogen flow rate, while gradually increased with the increase of yttrium content. Reaction temperature and yttrium content have significant interactions on the particle size and oxygen content are also concluded, and their respective regression model equations are obtained. The result also demonstrated that the particle size and oxygen content of the prepared molybdenum powder had a certain contradictory relationship. Through the comprehensive analysis, the optimal parameters for preparing ultrafine molybdenum powder with a low oxygen content are deduced, that is, reaction temperature: 1200 K, yttrium content: 0.1 mass%, and hydrogen flow rate: 1000 mL/min. Under the conditions, the average particle size and oxygen content of the prepared molybdenum powder are 320 nm and 0.456 mass%, respectively.

CAS / MDL: 10361-93-0
研究领域: 材料科学 · 化学工程
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INTERNATIONAL JOURNAL OF COSMETIC SCIENCE · 2016 ·Vol. 38 ·期 5 ·481-486 · IF 1.542

Application of a central composite design to evaluate the influence of colouring agents in lipstick formulation

F. M. Zibetti,A. C. A. Cardoso,G. C. Desmarais,K. B. de Almeida,L. M. do Nascimento,L. F. Rolim,M. S. Rocha,N. G. D. Duarte,P. H. R. A. Azevedo,J. L. Araújo,S. C. Mourão,D. Q. Falcão

en This link goes to a English section fr This link goes to a French section Objectives The aim of this study was to evaluate by central composite design the influence of colouring agents in lipstick colour, expressed by L* , a* , b * parameters (CIELab system) where L* indicates lightness, and a* and b* are the chromaticity coordinates. The a* indicates colour direction from red to green and b* from yellow to blue. Methods Lipsticks were formulated as described by (Recent Adv. Prosp. Potent Med. Plants, 2009 and 39). The combined effect of three variables (dye, pigment and opacifier) was evaluated by different formulations in a central composite design. Colour parameters ( L* , a* , b *) were analysed by reflectance spectrophotometry. Lipsticks were characterized by visual analyses and melting point. Results All formulations were integrate and homogeneous. The pigments and dye do not influence in colour transfer neither in melting point of lipsticks. On the other hand, results indicated that variables studied show influence only in parameter b *, whereas for L * and a * values there was no significant difference ( P < 0.05). Conclusion It was possible to verify that only the colour parameter b * was influenced by the variation in colouring agent's concentrations in lipstick formulation, leading to the production of the colour ranging between violet and light red. Such results are useful for developing new lipstick formulations to obtain the desired colour in the final product. Résumé en This link goes to a English section fr This link goes to a French section Objectif L'objectif de cette étude était d'évaluer par Composite Central Design l'influence des agents colorants dans les rouges à lèvres, exprimée par les paramètres L *, a *, b * (système CIELab) où L * indique la clarté, et a * et b * sont les coordonnées chromatiques. a * indique la direction de la couleur du rouge au vert et b * du jaune au bleu. Méthodes Des rouges à lèvres ont été formulées comme décrit par Dwivedi et al. (2009). L'effet combiné de trois variables (colorant, pigment et opacifiant) a été évalué par différentes formulations dans un Composite Central Design. Les paramètres de couleur ( L *, a *, b *) ont été analysés par spectrophotométrie d'absorption. Les rouges à lèvres ont été caractérisés par des analyses visuelles et leur point de fusion. Résultats Toutes les formulations étaient visuellement homogène. Les pigments et colorants n'influencent pas le transfert de couleur ni le point de fusion des rouges à lèvres. D'autre part, les résultats indiquent que les variables étudiées n'ont qu'une influence sur le paramètre b *, alors que les valeurs L * et a * n'avaient pas changés de manière significative ( P < 0.05). Conclusion Il était possible de vérifier que seul le paramètre de couleur b * a été influencée par la variation de la concentration des agents colorants dans la formulation de rouge à lèvres, pour toute couleur comprise entre le violet et le rouge clair. Ces résultats sont utiles pour le développement de nouvelles formulations de rouges à lèvres afin d'obtenir la couleur désirée dans le produit final.

CAS / MDL: 842-07-9
研究领域: 化妆品科学 · 化学工程
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Journal of Materials Research and Technology-JMR&T · 2024 · IF 6.2

Improved CMAS corrosion resistance of rare earth niobates by high-entropy and composite design

Liujia Tian,Yiling Huang,Xuemei Song,Fan Peng,Wei Zheng,Ziwei Liu,Yi Zeng

This study reports the preparation of two single-phase high-entropy rare-earth niobates (RE 1/5 Ho 1/5 Er 1/5 Y 1/5 Yb 1/5 ) 3 NbO 7 , (RE = Ce, Lu), and two composite-phase high-entropy rare-earth niobates (RE 1/5 Ho 1/5 Er 1/5 Y 1/5 Yb 1/5 ) 3 NbO 7 :(RE 1/5 Ho 1/5 Er 1/5 Y 1/5 Yb 1/5 )NbO 4  = 1:2, (RE = Ce, Lu) via solid-phase synthesis. The interactions of these samples with molten calcium-magnesium-aluminum-silicates (CMAS) were studied at 1300 °C to explore their performance and mechanism in CMAS corrosion. The results indicate that the corrosion process involves the phase transformation of RE 3 NbO 7 and the formation of apatite products. The Ce-composition sample exhibits superior performance in terms of reaction layer thickness, remaining CMAS thickness, and RE 3+ content in the remaining CMAS. These findings underscore the potential application of high-entropy rare-earth niobates in thermal barrier coatings (TBCs) and contribute to understanding niobate system resistance to CMAS corrosion.

研究领域: 材料科学 · 腐蚀与防护
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Journal of Biomaterials and Tissue Engineering · 2022 ·Vol. 12 ·期 9 ·1699-1707 · IF 0.144

Application of Central Composite Design-Based Response Surface Methodology in Optimization of the Preparation Process of Sanguinarine Chitosan Microspheres

Li Chunmei,Ji Yubin,Li Wenlan

We designed the present experiment to prepare the sanguinarine chitosan microspheres. First, using the chitosan as a carrier, we prepared sanguinarine microspheres by emulsion cross-linking method, and determined the drug loading and encapsulation efficiency of sanguinarine microspheres by high performance liquid chromatography (HPLC). Then, taking the particle size as the evaluation indicator, we optimized the preparation process by the central composite design-based response surface methodology (CCD-based RSM). Finally, we performed in vitro release test to examine the cumulative release of sanguinarine microspheres. As a result, the optimal process conditions: 0.06 g for sanguinarine dosage, 0.07 g for chitosan dosage, 2% for acetic acid concentration, 3:10 for volume ratio of oil to water, 40 °C for emulsion cross-linking temperature, 500 r/min for rotation speed, and 5% for emulsifier dosage. Under such conditions, the sanguinarine microspheres had round shape, the average particle size was (8.14±0.13) μm, the particle size distribution was 2–20 μm, the drug loading was (4.58±0.93)%, and the encapsulation efficiency was (54.64±0.39)%, the cumulative release within 24 h was (78.34±1.08)%. In conclusion, we successfully prepared the sanguinarine chitosan microspheres, and they have excellent morphology, suitable particle size, and good sustained-release effect.

研究领域: 药剂学 · 生物医学工程
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STARCH-STARKE · 2021 · IF 2.741

Optimization of Extraction of Polyphenol from Panax Quinquefolius L. Using Central Composite Design/Response Surface Methodology

Suying Zhu

Central composite design and response surface methodology are adopted to explore the extraction process of polyphenols from Panax quinquefolius L ., including the extraction time, extraction temperature, ethanol concentration, and the influence of interaction effects, and establish the multiple regression model. The results show that the optimal extraction conditions for polyphenols of P. quinquefolius L . are 61 °C of extraction temperature, 38 min of extraction time, 48% of ethanol concentration and the polyphenol yield is 79.53 ± 0.43 gallic acid equivalent (mg GAE g −1 ). The actual polyphenols extraction yield of P. quinquefolius L . is close to the predicted value, which is 99.21% of the predicted value. The extraction method is simple, low cost and can be used to extract polyphenols from P. quinquefolium L .

研究领域: 植物化学 · 药用植物学 · 食品科学
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EUROPEAN JOURNAL OF PHARMACEUTICS AND BIOPHARMACEUTICS · 2022 · IF 5.589

Constructing a drug release model by central composite design to investigate the interaction between drugs and temperature-sensitive controlled release nanoparticles

Jie Luo,Long Wan,Qiyan Zhang,Bufeng Cui,Chen Li,Yi Jiang,Mingyan Jiang,KeKe Wang

To study the release behavior of a thermosensitive controlled release drug delivery system and construct a predictable mathematical model of drug release, poly(N-isopropylacrylamide-co-Allylamine) (P(NIPA-AL17)) and ploy(styrene sulfonate) (PSS) were functionalized on the surface of hollow mesoporous carbon nanoparticles (HMCNs) through layer-by-layer (LBL) assembly to construct a photothermal responsive controlled release system. A five-level four-factorial central composite design (CCD) was performed to investigate the relationship between four independent variables including drug loading (A), number of polymer layers (B), temperature (C) and vibration rate of the shaker (D), and three dependent response variables, including cumulative release over 1 h (Y 1 ), cumulative release over 24 h (Y 2 ) and the release rate constant k (Y 3 ). The CCD results indicate that A and C significantly affect Y 1 (P < 0.05). C significantly affects Y 2 (P < 0.05). A and B is found to affect Y 3 (P < 0.05) significantly. When C is below 39 °C, Y 1 and Y 2 decrease with the increase of A and B, and when C is above 39 °C, they increase with the increase of A and B; Y 3 decreases as A and B increase; and D shows the least or even no influence on Y 1 , Y 2 and Y 3 . The constructed predictable mathematical model will provide a scientific reference for the further development and application of photothermal responsive controlled-release preparations.

研究领域: 药剂学 · 生物医学工程
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Toxics · 2023 ·Vol. 11 ·期 3 ·203 · IF 4.6

The Degradation Process of Typical Neonicotinoid Insecticides in Tidal Streams in Subtropical Cities: A Case Study of the Wuchong Stream, South China

Qunpo Jia,Yanpeng Cai,Xiao Yuan,Bowen Li,Bo Li

Neonicotinoid insecticides (NEOs) are commonly used to prevent unwanted insects in urban fields. Degradation processes have been one of the important environmental behaviors of NEOs in an aquatic environment. In this research, hydrolysis, biodegradation, and photolysis processes of four typical NEOs (i.e., thiacloprid (THA), clothianidin (CLO), acetamiprid (ACE), and imidacloprid (IMI)) were examined through the adoption of response surface methodology–central composite design (RSM-CCD) for an urban tidal stream in South China. The influences of multiple environmental parameters and concentration levels on the three degradation processes of these NEOs were then evaluated. The results indicated that the three degradation processes of the typical NEOs followed a pseudo-first-order reaction kinetics model. The primary degradation process of the NEOs were hydrolysis and photolysis processes in the urban stream. The hydrolysis degradation rate of THA was the highest (1.97 × 10−5s−1), and that of CLO was the lowest (1.28 × 10−5s−1). The temperature of water samples was the main environmental factor influencing the degradation processes of these NEOs in the urban tidal stream. Salinity and humic acids could inhibit the degradation processes of the NEOs. Under the influence of extreme climate events, the biodegradation processes of these typical NEOs could be suppressed, and other degradation processes could be further accelerated. In addition, extreme climate events could pose severe challenges to the migration and degradation process simulation of NEOs.Keywords:neonicotinoid insecticides (NEOs);degradation kinetics;urban tidal stream;mathematical modeling;central composite design (CCD)

研究领域: 环境科学 · 生态学
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International Journal of Nanomedicine · 2022 · IF 7.033

Application of the central composite design to optimize the preparation of novel micelles of harmine

Yong-Yan Bei,Xiao-Feng Zhou,Ben-Gang You,Zhi-Qiang Yuan,Wei-Liang Chen,Peng Xia,Yang Liu,Yong Jin,Xiao-Juan Hu,Qiao-Ling Zhu,Chun-Ge Zhang,Xue-Nong Zhang,Liang Zhang

Lactose–palmitoyl–trimethyl–chitosan (Lac-TPCS), a novel amphipathic self-assembled polymer, was synthesized for administration of insoluble drugs to reduce their adverse effects. The central composite design was used to study the preparation technique of harmine (HM)-loaded self-assembled micelles based on Lac-TPCS (Lac-TPCS/HM). Three preparation methods and single factors were screened, including solvent type, HM amount, hydration volume, and temperature. The optimal preparation technique was identified after investigating the influence of two independent factors, namely, HM amount and hydration volume, on four indexes, ie, encapsulation efficiency (EE), drug-loading amount (LD), particle size, and polydispersity index (PDI). Analysis of variance showed a high coefficient of determination of 0.916 to 0.994, thus ensuring a satisfactory adjustment of the predicted prescription. The maximum predicted values of the optimal prescription were 91.62%, 14.20%, 183.3 nm, and 0.214 for EE, LD, size, and PDI, respectively, when HM amount was 1.8 mg and hydration volume was 9.6 mL. HM-loaded micelles were successfully characterized by Fourier-transform infrared spectroscopy, differential scanning calorimetry, X-ray diffraction, and a fluorescence-quenching experiment. Sustained release of Lac-TPCS/HM reached 65.3% in 72 hours at pH 7.4, while free HM released about 99.7% under the same conditions.

CAS / MDL: 7681-82-5 74-88-4
研究领域: 药学 · 药物递送系统 · 纳米技术 · 高分子科学
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ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH · 2015 ·Vol. 22 ·期 17 ·13038-13048 · IF 2.828

Modeling and optimization of the flocculation processes for removal of cationic and anionic dyes from water by an amphoteric grafting chitosan-based flocculant using response surface methodology

Wu Hu,Yang Ran,Li Ruihua,Long Chao,Yang Hu,Li Aimin

In this study, an amphoteric grafting chitosan-based flocculant (carboxymethyl chitosan- graft -poly(2-methacryloyloxyethyl) trimethyl ammonium chloride, denoted as CMC- g -PDMC) was applied to removal of the anionic and cationic dyes, acid Green 25 (AG25) and Basic Bright Yellow (7GL), from water. Flocculation conditions have been optimized by response surface methodology (RSM) on the basis of central composite design (CCD) using flocculant dosage, initial solution pH and temperature as input variables. The second-order and cubic regression models, which have been both tested by the analysis of variance (ANOVA), were constructed to link the output response (the dye removal factor) with the aforementioned input variables, respectively. The second-order regression model well described the process of AG25 removal, whereas the cubic one is more suitable for that of 7GL. The effects of those variables on the flocculation performance of CMC- g -PDMC for removal of the two dyes containing opposite charges from aqueous solutions have been studied, and the flocculation mechanisms including the interactive effects between various influencing factors have been discussed in detail also.

研究领域: 环境科学 · 高分子化学 · 水处理技术 · 胶体与界面化学 · 污染控制工程
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JOURNAL OF ANALYTICAL CHEMISTRY · 2025 ·Vol. 80 ·期 6 ·988-996 · IF 1.1

Ultrasound-Assisted Deep Eutectic Solvent-Based Liquid-Liquid Microextraction for Pre-Concentration and Determination of Trace Amounts of Cobalt in Real Samples

Mohammadzadeh Ali,Ranjbar Atefeh

A green microextraction method entitled ‘ultrasound-assisted deep eutectic solvent ( DES )-based liquid-liquid microextraction’ was devised for the pre-concentration of cobalt in water samples, with subsequent analysis performed via atomic absorption spectroscopy. Key extraction parameters were optimized, and the method was validated using central composite design for multivariate analysis. The DES was prepared by combining DL-menthol as a hydrogen bond acceptor and dodecanoic acid as a hydrogen bond donor in a 1 : 2 mass ratio. Under optimal conditions, pH of the solution, DES volume (µL), sonication time (min), and mass ratio of DES components were achieved, respectively: 5, 200, 9, and 1 : 2. The method demonstrated excellent linearity in the concentration range of 10–2000 µg/L, with a detection limit of 3.2 µg/L, quantification limits of 10 µg/L, relative standard deviations below 1.8%, and enrichment factors up to 234. The technique was successfully applied to determine cobalt concentrations in real samples.

研究领域: 分析化学 · 环境化学 · 绿色化学 · 痕量元素分析
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EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES · 2017 · IF 3.756

Optimization of paeonol-loaded poly(butyl-2-cyanoacrylate) nanocapsules by central composite design with response surface methodology together with the antibacterial properties

Jingjing Yao,Yangxin Zhang,Qiming Hu,Decheng Zeng,Fang Hua,Wei Meng,Weiyun Wang,Guan-Hu Bao

With the aim to enhance dissolution rate and bioavailability of paeonol , paeonol-loaded poly(butyl-2-cyanoacrylate) nanocapsules ( [email protected] ) were prepared by interfacial spontaneous polymerization for the first time. Herein, a rotatable central composite design (RCCD) with three-factor five-level was applied to evaluate the optimization experiments. To the maximum percentage encapsulation efficiency (EE%) and minimum particle size (nm) of the [email protected] , a quadratic polynomial model was generated to predict and evaluate the independent variables with respect to the dependent variables. RSM model goodness fitting were confirmed by the ANOVA Table ( P   <   0.05) through variance analysis, which predicted values of EE (%) and particle size (R 2 and adjusted R 2 were close to 1, respectively) in good agreement with experimental values. By solving the regression equation and analyzing the response surface, three-dimensional model graphs and plots, the optimal result for the preparation of [email protected] were found to be: pH (2.34), Poloxamer F-68 (0.80% m/v) and ethyl acetate/ α -BCA ratio (16.67 v/v) for the highest EE% (73.58   ±   2.76%) and the smallest particle size (42.06   ±   1.20   nm). The release profiles and antibacterial activity in vitro from the optimal [email protected] were performed. The results indicated that it has slow and well-controlled release, and has strong antibacterial activity in vitro than paeonol. This understanding can help to predict the conditions of optimization of poly(butyl-2-cyanoacrylate) nanoparticles formation and to improve paeonol bioavailability and pharmacological properties.

CAS / MDL: 552-41-0
研究领域: 药学 · 纳米技术 · 药物递送系统 · 生物药剂学
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ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH · 2023 ·Vol. 30 ·期 31 ·76992-77005 · IF 5.8

Experiments and simulation of adsorption characteristics of typical neonicotinoids in urban stream sediments

Jia Qunpo,Li Bowen,Li Bo,Cai Yanpeng,Yuan Xiao

Sediment adsorption is one of the main environmental fates of neonicotinoids (NEOs) in aquatic environments. Little information is available on for the adsorption characteristics of NEOs on urban stream sediments. In this study, urban tidal stream sediments were collected to determine the adsorption properties of four selected NEOs. The influence of environmental factors on NEO adsorption was determined by the RSM-CCD method. The NEO adsorption rates on sediments were established by multiple regression equations. As a result, the adsorption of four NEOs onto sediments fitted a linear isotherm model. The adsorption amounts of thiacloprid (THA), clothianidin (CLO), acetamiprid (ACE), and imidacloprid (IMI) were 1.68 to 2.24, 1.71 to 2.89, 1.88 to 3.07, and 2.23 to 3.16 mg/kg, respectively. The adsorption processes of four NEOs on urban sediments were favorable. Moreover, adsorption behaviors of NEOs were typical physical adsorption and readily adsorbed onto urban sediments. The adsorption processes of NEOs were exothermic reactions, and their adsorption rates decreased with increasing pH. Flow rates and organic matter contents could promote the adsorption ratios of typical NEOs. Multiple linear regression was used to assess the relationships between the adsorption rates of NEOs and environmental factors. The p -values of the fitting equations of adsorption rates were all less than 0.05. Within the ranges of concentration of the investigated factors, the multiple regression equations were able to reasonably model and predict the sorption of typical NEOs onto urban stream sediments. Therefore, the adsorption rate equations effectively predicted the NEO adsorption performance of urban streams and were helpful for controlling risk assessment of NEOs.

研究领域: 环境科学 · 生态毒理学 · 水污染 · 吸附过程 · 城市水文学
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