response surface methodology

响应面法
  • 文章类型: Journal Article
    在这项研究中,RM(红泥)用硫酸酸化,并将酸化的ARM(酸化的赤泥)用作处理含抗生素废水的创新吸附材料。吸附条件,动力学,等温线,热力学,并对环丙沙星对CIP(环丙沙星)的作用机制进行了研究。ARM的表征涉及扫描电子显微镜(SEM)等技术,透射电子显微镜(TEM),Brunauer-Emmett-Teller(BET),X射线衍射(XRD)X射线荧光(XRF),热重分析(TGA),和NH3-TPD分析。吸附研究采用响应面方法(RSM)进行实验设计。结果表明,ARM可以有效吸收CIP。RSM优化实验表明,影响吸附量最显著的模型项是溶液pH,CIP初始浓度,和ARM剂量,在此条件下,预测的最大吸附容量达到7.30mg/g。吸附动力学符合伪二阶模型,虽然平衡数据符合朗缪尔-弗洛伊德利希等温线,产量最大容量值为7.35毫克/克。吸附过程自发发生并吸收热量,由-83.05和-91.50kJ/mol之间的ΔGθ值证明,ΔSθ为281.6J/mol/K,和ΔHθ为0.86kJ/mol。使用衰减全反射傅里叶变换红外光谱(ATR-FTIR)的分析表明,ARM中的Al-O与酯基-COOinCIP之间存在复杂的反应。CIP中的C=O键可能会发生轻微的静电相互作用或与ARM的内部球形表面结合。研究结果表明,ARM是一种有前途的高效吸附剂,可用于去除废水中的CIP。
    In this study, RM (red mud) was acidified with sulfuric acid, and the acidified ARM (acidified red mud) was utilized as an innovative adsorption material for treating antibiotic-containing wastewater. The adsorption conditions, kinetics, isotherms, thermodynamics, and mechanism of ARM for CIP (ciprofloxacin) were investigated. The characterization of the ARM involved techniques such as scanning electron microscopy (SEM), transmission electron microscopy (TEM), Brunauer-Emmett-Teller (BET), X-ray diffraction (XRD), X-ray fluorescence (XRF), thermogravimetric analysis (TGA), and NH3-TPD analysis. Adsorption studies employed a response surface methodology (RSM) for the experimental design. The results showed that ARM can absorb CIP effectively. The RSM optimal experiment indicated that the most significant model terms influencing adsorption capacity were solution pH, CIP initial concentration, and ARM dosage, under which the predicted maximum adsorption capacity achieved 7.30 mg/g. The adsorption kinetics adhered to a pseudo-second-order model, while equilibrium data fitted the Langmuir-Freundlich isotherm, yielding maximum capacity values of 7.35 mg/g. The adsorption process occurred spontaneously and absorbed heat, evidenced by ΔGθ values between -83.05 and -91.50 kJ/mol, ΔSθ at 281.6 J/mol/K, and ΔHθ at 0.86 kJ/mol. Analysis using attenuated total reflection Fourier-transform infrared spectroscopy (ATR-FTIR) indicated a complex reaction between the Al-O in the ARM and the ester group -COO in CIP. The C=O bond in CIP was likely to undergo a slight electrostatic interaction or be bound to the internal spherical surface of the ARM. The findings indicate that ARM is a promising and efficient adsorbent for CIP removal from wastewater.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    通过水热合成开发了ZnO纳米棒无纺布(ZNRN),以促进预防呼吸道病原体的传播。通过响应面法提高了ZNRN的超疏水性和抗菌性能。合成的材料表现出显著的防水性,水接触角为163.9°,因此对大肠杆菌的抗菌率为91.8%(E.大肠杆菌)和79.75%的金黄色葡萄球菌(S.金黄色葡萄球菌)。这表明具有较薄肽聚糖的大肠杆菌可能比金黄色葡萄球菌更容易被杀死。这项研究确定了合成条件对抗菌效果的显着影响,全面的多变量分析阐明了潜在的相关性。此外,通过SEM和XRD分析对ZNRN的ZnO纳米棒结构进行了表征。它赋予超疏水性(从而防止细菌粘附到ZNRN表面)和抗菌能力(从而通过刺穿这些纳米棒破坏细胞)的性质。因此,希望将两个这样的特征对齐,以帮助支持个人防护设备的开发,这有助于避免呼吸道感染的传播。
    ZnO nanorod nonwoven fabrics (ZNRN) were developed through hydrothermal synthesis to facilitate the prevention of the transmission of respiratory pathogens. The superhydrophobicity and antibacterial properties of ZNRN were improved through the response surface methodology. The synthesized material exhibited significant water repellency, indicated by a water contact angle of 163.9°, and thus demonstrated antibacterial rates of 91.8% for Escherichia coli (E. coli) and 79.75% for Staphylococcus aureus (S. aureus). This indicated that E. coli with thinner peptidoglycan may be more easily killed than S. aureus. This study identified significant effects of synthesis conditions on the antibacterial effectiveness, with comprehensive multivariate analyses elucidating the underlying correlations. In addition, the ZnO nanorod structure of ZNRN was characterized through SEM and XRD analyses. It endows the properties of superhydrophobicity (thus preventing bacteria from adhering to the ZNRN surface) and antibacterial capacity (thus damaging cells through the puncturing of these nanorods). Consequently, the alignment of two such features is desired to help support the development of personal protective equipment, which assists in avoiding the spread of respiratory infections.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    中药活性成分的提取受到了广泛的关注。在这项研究中,选用16种天然低共熔溶剂(NADES)超声提取紫山药根皂苷,并对其提取机理进行了研究。结果表明,氯化物/丙烯酸(1:2;n/n)对皂苷的提取率最高。最佳提取工艺参数为含水量24%,20mL/g液固比,超声提取85分钟(81℃,600瓦)。紫山药皂苷的提取率(ER)为0.935%,接近96.5mg/g的拟合结果。分子动力学模拟和FT-IR结果表明,NADES可以通过氢键从紫山药中提取皂苷成分。与传统的提取方法和分子印迹聚合物方法相比,NADES具有较高的ER和较低的成本(1.53$/g),为后续工业定量生产提供参考。
    The extraction of active ingredients from traditional Chinese medicine has received considerable attentions. In this study, 16 kinds of natural deep eutectic solvent (NADES) with ultrasonic were selected to extract saponins from purple yam root and the extraction mechanism was investigated. The results showed that chloride/acrylic acid (1:2; n/n) had the highest extraction yield for saponins. The optimal extraction process parameters were 24% water content, 20 mL/g liquid-solid ratio, and ultrasonic extraction for 85 min (81 °C, 600 W). The extraction rate (ER) of purple yam saponins was 0.935%, close to the fitted result of 96.5 mg/g. Molecular dynamics simulations and FT-IR results showed that the NADES may extract the saponin constituents from purple yam through hydrogen bonding. Compared with traditional extraction methods and molecularly imprinted polymer methods, NADES has a higher ER and lower cost (1.53 $/g), which provides a reference for subsequent industrial quantitative production.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    沙棘果渣是在果汁生产过程中产生的,食品工业的葡萄酒。为了扩大果渣的应用范围,提取工艺优化,对三萜酸进行了富集和鉴定。在通过响应面方法进行的最佳超声辅助提取技术下,提取率为14.87%。随后纯化提取物以获得含量为75.23%±1.45%的三萜酸富集级分(TPF)。通过UPLC-Triple-TOFMS/MS鉴定13种三萜酸,并通过与三萜酸标准品比较进一步半定量。TPF对α-葡萄糖苷酶有很强的抑制作用,IC50值为5.027±0.375μg/mL,通过酶抑制实验和分子对接确定。此外,TPF显着降低餐后葡萄糖水平,正如通过碳水化合物耐受性测试所揭示的,以及改善血清脂质状况。因此,果渣可能是具有治疗和商业价值的功能性食品成分的有希望的资源。
    The Hippophae rhamnoides L. pomace was generated in the production process for juice, wine of food industry. To expand the application of pomace, the extraction process optimization, enrichment and identification of triterpene acids were performed in this study. The extraction yield was 14.87% under optimal ultrasound-assisted extraction techniques performed via response surface methodology. The extract was subsequently purified to obtain the triterpenoid acid enrichment fraction (TPF) with the content of 75.23% ± 1.45%. 13 triterpenoid acids were identified via UPLC-Triple-TOF MS/MS and further semi-quantified through comparison with triterpenoid acid standards. TPF exhibited a strong inhibitory effect on α-glucosidase with IC50 value of 5.027 ± 0.375 μg/mL, as determined via enzyme inhibition experiment and molecular docking. Additionally, the TPF significantly reduced postprandial glucose levels, as revealed via carbohydrate tolerance tests, as well as ameliorate serum lipid profiles. Therefore, pomace may be a promising resource of functional food components with therapeutic and commercial values.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    介绍了一种使用谷胱甘肽二硫化物(GSSG)作为萃取剂和相分离剂从食用油中提取和富集Cd(II)和Pb(II)的新方法。油中的离子最初被提取到含有GSSG的水溶液中。将溶液与乙腈以适当的体积比混合后,形成了一个新的阶段,导致分析物的富集。使用具有中心复合设计的响应面方法优化了实验条件。在最优条件下,该方法的综合富集因子>660,Cd(II)和Pb(II)的综合提取效率分别为84.31%和83.35%,分别。最后,该方法结合毛细管电泳测定食用油样品中的Cd(II)和Pb(II),检出限为0.45和1.24ppb,分别。与传统方法相比,基于GSSG的方法展示了快速性,效率,以及从复杂基质中提取重金属离子的可回收性。
    A novel method is introduced for extracting and enriching Cd(II) and Pb(II) from edible oils using glutathione disulfide (GSSG) as both an extractant and a phase-separation agent. The ions in the oils were initially extracted into an aqueous solution containing GSSG. After mixing the solution with acetonitrile at the appropriate volume ratio, a new phase formed, resulting in enrichment of the analytes. The experimental conditions were optimized using response surface methodology with a central composite design. Under optimal conditions, the method offered a combined enrichment factor of >660, with combined extraction efficiencies of 84.31% and 83.35% for Cd(II) and Pb(II), respectively. Finally, the method was conjugated to capillary electrophoresis to determine Cd(II) and Pb(II) in edible oil samples, with detection limits of 0.45 and 1.24 ppb, respectively. In comparison to traditional approaches, the GSSG-based method demonstrates rapidity, efficiency, and recyclability in extracting heavy metal ions from complex matrices.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    人造砂(MS)是超高性能混凝土(UHPC)中石英砂(QS)的有前途的替代骨料,用于制备超高性能人造砂混凝土(UHPMC),具有高强度的特点,低成本,和环境友好。在这项研究中,包括水胶比在内的可变组成特性的影响,石粉(SP)含量,基于响应面法(RSM),比较和分析了MS替代率对UHPMC的力学和抗弯强度的影响。同时,使用声发射(AE)技术对UHPMC在压缩和弯曲应力过程中的损伤特性进行了监测和评估。结果表明,UHPMC的抗压强度和抗弯强度均与水胶比呈负相关,而与MS替代率呈正相关。随着石粉含量的增加,它们倾向于首先增加,然后减少。在具有高MS替代率和低水胶比的混凝土的荷载-位移曲线中,弹性阶段的斜率更陡,刚度较高,弯曲韧性和延展性也较好。具有10%至0%石粉含量的试样呈现较陡的弹性相斜率,稍高的刚度,和优越的延展性。具有低MS置换率和高水胶比的试样显示出较早的开裂和较弱的抗性。破坏过程复杂且非常不稳定。基于RA-AF的损伤模式分析表明,在四点弯曲试验下,MS替代率的增加和水胶比的降低都可以减少UHPMC试样的拉伸开裂。虽然10%石粉可以稍微减缓裂纹的生长,故障模式不会受到明显影响。
    Manufactured sand (MS) is a promising alternative aggregate to quartz sand (QS) in ultra-high-performance concrete (UHPC) in the preparation of ultra-high-performance manufactured sand concrete (UHPMC), which possesses the characteristics of high strength, low cost, and environmental friendliness. In this study, the effects of variable compositional characteristics including the water-binder ratio, the stone powder (SP) content, and the MS replacement ratio on the mechanical and flexural strength of UHPMC were compared and analyzed based on response surface methodology (RSM). Meanwhile, the damage characteristics of UHPMC during compressive and flexural stress were monitored and evaluated using acoustic emission (AE) technology. The results reveal that the compressive and flexural strengths of UHPMC are both negatively correlated with the water-binder ratio, while they are positively correlated with the MS replacement rate. They tend to firstly increase and subsequently decrease with the increase in the stone powder content. In the load-displacement curve of concrete with a high MS replacement ratio and a low water-binder ratio, the slope in the elastic stage is steeper, the stiffness is higher, and the bending toughness and ductility are also better. The specimens with a 10% to 0% stone powder content present a steeper elastic phase slope, a slightly higher stiffness, and superior ductility. The specimens with a low MS replacement ratio and a high water-binder ratio display earlier cracking and weaker resistance, and the destruction process is complex and very unstable. The damage mode analysis based on RA-AF shows that an increase in the MS replacement ratio and a decrease in the water-binder ratio can both reduce the tensile cracking of UHPMC specimens under a four-point bending test. Although 10% stone powder can marginally slow down crack growth, the failure mode is not significantly affected.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    本研究旨在建立一种快速简便的微波辅助消解样品前处理方法,以测定天然产物中的氨基酸谱。该方法用于分析不同种植产地的QuisqualisFructus(QF)的氨基酸图谱。通过响应面法(RSM)优化了微波辅助消解条件,根据优化的消化条件,通过自动氨基酸分析仪测定了QF不同种植来源的17种氨基酸。通过指纹图谱和化学计量学分析进一步分析了不同种植产地QF中17种氨基酸的含量。微波消解温度为167℃,微波消解时间24分钟,选择固液比46.5g/mL作为最佳消化条件。不同种植产地QF中17种氨基酸的总含量为71.88~91.03mg/g。氨基酸组成和营养评价表明,药用氨基酸含量高于芳香氨基酸。指纹图谱分析结果表明,16批QF之间的相似性范围为0.889至0.999,而化学计量学分析表明,QF中的氨基酸含量因种植来源而异。筛选了6种重要的差异氨基酸。与传统的提取方法相比,响应面优化的微波辅助消解具有快速性,便利性,和可靠性,可用于研究天然产物中的氨基酸谱。QF的氨基酸谱表明其具有丰富的药用营养价值。QF的不同种植来源具有高度相似性,可以通过化学计量学分析有效区分。
    This study aims to establish a rapid and convenient microwave-assisted digestion method for sample pretreatment to determine amino acid profiles in natural products. This method was applied to analyze the amino acid profiles of Quisqualis Fructus (QF) from different planted origins. The microwave-assisted digestion conditions were optimized by a response surface methodology (RSM), and 17 amino acids in different planted origins of QF were determined by an automatic amino acid analyzer according to the optimized digestion conditions. The contents of 17 amino acids in QF from different planted origins were further analyzed by fingerprint and chemometric analysis. The temperature of microwave digestion at 167 °C, time of microwave digestion at 24 min, and a solid-liquid ratio of 46.5 g/mL was selected as the optimal digestion conditions. The total content of 17 amino acids in QF from different planted origins ranged from 71.88 to 91.03 mg/g. Amino acid composition and nutritional evaluation indicated that the content of medicinal amino acids was higher than aromatic amino acids. The results of fingerprint analysis reflected that the similarity between the 16 batches of QF ranged from 0.889 to 0.999, while chemometrics analysis indicated amino acid content in QF varied from different planted origins, and six important differential amino acids were screened. Compared with the traditional extraction method, microwave-assisted digestion with response surface optimized has the advantages of rapidity, convenience, and reliability, which could be used to study the amino acid profiles in natural products. The amino acid profile of QF indicated that it has a rich medicinal nutritional value. Different planted origins of QF have a high degree of similarity and could be effectively distinguished by chemometric analysis.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    Xenocoumacin1(Xcn1),从嗜线虫的次生代谢产物中发现抗生素,由于其优异的抗细菌活性,有可能发展成为一种新的农药,卵菌和真菌。然而,目前Xcn1产量低限制了其开发和利用。为了提高Xcn1的产量,使用响应面法确定发酵培养基的最佳组成,并利用一次一个因素的方法来优化发酵过程。以g/L为单位组成的最优培养基为:蛋白胨20.8;麦芽糖12.74;K2HPO43.77。最佳发酵条件为25℃,初始pH7.0,接种量10%,培养基75mL在250mL摇瓶中,搅拌速率为150rpm,持续48小时。当在第12小时向3mmol/L的肉汤中添加精氨酸时,XenorhabdusnematophilaYL001产生最高的Xcn1产量(173.99mg/L)。与胰蛋白酶大豆肉汤培养基相比,优化的发酵工艺使Xcn1产量增加了243.38%。获得的结果证实,优化发酵技术导致Xcn1产量增加。这项工作将有助于Xcn1的高效生产,并为其工业生产奠定基础。
    Xenocoumacin 1 (Xcn 1), antibiotic discovered from secondary metabolites of Xenorhabdus nematophila, had the potential to develop into a new pesticide due to its excellent activity against bacteria, oomycetes and fungi. However, the current low yield of Xcn1 limits its development and utilization. To improve the yield of Xcn1, response surface methodology was used to determine the optimal composition of fermentation medium and one factor at a time approach was utilized to optimize the fermentation process. The optimal medium composed of in g/L: proteose peptone 20.8; maltose 12.74; K2HPO4 3.77. The optimal fermentation conditions were that 25 °C, initial pH 7.0, inoculum size 10%, culture medium 75 mL in a 250 mL shake flask with an agitation rate of 150 rpm for 48 h. Xenorhabdus nematophila YL001 was produced the highest Xcn1 yield (173.99 mg/L) when arginine was added to the broth with 3 mmol/L at the 12th h. Compared with Tryptic Soy Broth medium, the optimized fermentation process resulted in a 243.38% increase in Xcn1 production. The obtained results confirmed that optimizing fermentation technology led to an increase in Xcn1 yield. This work would be helpful for efficient Xcn1 production and lay a foundation for its industrial production.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目前,日常水体中过量的Fe3+已成为威胁人类健康的重要因素。在Fe3+的常规检测方法中,荧光探针由于其简单和高效而被大规模应用。然而,目前可用的荧光探针很难合成,昂贵且对环境不友好,限制其应用。在这项工作中,成功获得了一种荧光提取物,并且通过2D-NMR确定了该提取物中一些基于香豆素的分子的结构。随后,使用响应面方法(RSM)优化了这种荧光的强度,产生高强度荧光探针。该探针对Fe3+和MnO4-的浓度敏感,可以有效地检测2.7μM-8.0μM范围内的Fe3+,LOD和LOQ达到1.06μM和3.20μM,分别。此外,基于EDTA对Fe3+的强络合性质,这项工作设计了“开关”荧光探针。实验表明,该系统同时存在静态和动态淬火。在猝灭反应中解释了猝灭剂对荧光分子的络合和氧化机理。此外,该荧光探针产量高,成本低,它在实际水样测试中也表现良好。该方法有望成为Fe3+检测的新方法。
    At present, excessive Fe3+ in daily water has become a threat to human health. Among the conventional detection methods for Fe3+, fluorescent probes have been applied on a large scale due to their simplicity and efficiency. However, the currently available fluorescent probes are difficult to synthesize, costly and environmentally unfriendly, limiting their applications. In this work, a fluorescent extract of Pterocarpus wood was successfully obtained, and the structure of some coumarin-based molecules in this extract was determined by 2D-NMR. Subsequently, the intensity of this fluorescence was optimized using response surface methodology (RSM), resulting in a high-intensity fluorescent probe. The probe was sensitive to the concentrations of Fe3+ and MnO4-, and could efficiently detects Fe3+ in the range of 2.7 μM-8.0 μM, with LOD and LOQ reaching 1.06 μM and 3.20 μM, respectively. Moreover, based on the strong complexation property of EDTA on Fe3+, this work designed the \"switch-on\" fluorescent probes. The experiment shows that both static and dynamic quenching exist in this system. The mechanism of complexation and oxidation of fluorescent molecules by the quencher is interpreted in the quenching reaction. In addition, the fluorescent probe has a high yield and low cost, it also performs well in actual water sample tests. This method is expected to be developed as a new way on Fe3+ detection.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    为了实现豆荚辣椒种子播种装置的数值优化,对豆荚辣椒种子的接触参数进行了校准,用静止角作为响应值。开发了一组豆荚辣椒种子的离散元方法(DEM)模型,以使用逆向工程重建技术模拟种子静止角的形成。八个因素,基于Box-Behnken中心组合试验方法进行了三级响应面试验,研究了各种因素对种子安息角的影响。取物理实验所得的静止角为27.56°作为目标值。参数的最优组合如下:种子泊松比为0.22,种子剪切模量为15.47MPa,种子对种子静摩擦系数为0.25,种子对种子滚动摩擦系数为0.67,种子对种子碰撞恢复系数为0.64,种子对钢板静摩擦系数为0.55,种子对钢板滚动摩擦系数为0.45,种子对钢板碰撞恢复系数为0.34。通过气缸提升法和泵板法获得的静止角与目标值的双样本t检验得出P>0.05,表明了模拟实验的可靠性。
    In order to achieve numerical optimization of the pod pepper seed sowing device, the contact parameters of pod pepper seeds were calibrated, with the angle of repose used as the response value. A set of discrete element method (DEM) models of pod pepper seeds was developed to simulate the formation of seed repose angles using reverse engineering reconstruction techniques. An eight-factor, three-level response surface experiment based on the Box-Behnken central combination test method was performed to study the effects of various factors on the angle of repose of seeds. The angle of repose obtained from physical experiments with a value of 27.56° was taken as the target value. The optimal combination of parameters is obtained as follows: seed Poisson\'s ratio of 0.22, seed shear modulus of 15.47 MPa, seed-to-seed static friction coefficient of 0.25, seed-to-seed rolling friction coefficient of 0.67, seed-to-seed collision recovery coefficient of 0.64, seed-to-steel-plate static friction coefficient of 0.55, seed-to-steel-plate rolling friction coefficient of 0.45, and seed-to-steel plate collision recovery coefficient of 0.34. A two-sample t-test of the angle of repose obtained by the cylinder lifting method and the pumping plate method against the target value yielded P > 0.05, indicating the reliability of the simulation experiments.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号