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Exergy, Economical and Environmental analysis of a natural gas Direct Chemical Looping Carbon capture and Formic acid-based hydrogen storage system 天然气直接化学环捕碳与甲酸储氢系统的能源、经济与环境分析
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-09 DOI: 10.30492/IJCCE.2021.528164.4669
N. Norouzi, S. Talebi
Chemical looping combustion is one of the novel technologies in energy, which can co-generate hydrogen and power with an efficient carbon capture process to control the system’s emission. This system’s carbon capture process is one of the main processes to achieve the United nations’ environmental goals and other climate change control agencies. This paper aims to study Designing a Natural Gas Direct Chemical Looping Carbon capture and Formic acid Hydrogen storage system for a combined cycle power plant and analyze it with energy, exergy, and environmental factors. The model was implemented on a 500 MW combined cycle power plant unit in Iran, and the results show that if the model is implemented on the plant, overall energy efficiency can be increased by 33%. Furthermore, according to the references, the carbon emissions decreased more than 93%, which is an achievable target using the Chemical looping combustion.
化学环燃烧是一种新型的能源技术,它可以通过有效的碳捕获过程来控制系统的排放,从而实现氢和电的联产。该系统的碳捕获过程是实现联合国环境目标和其他气候变化控制机构的主要过程之一。本文旨在研究设计一种用于联合循环电厂的天然气直接化学环捕碳和甲酸储氢系统,并对其进行能源、能源和环境因素分析。在伊朗某500mw联合循环电厂机组上实施了该模型,结果表明,该模型在该电厂上实施后,整体能源效率可提高33%。此外,根据参考文献,碳排放量减少了93%以上,这是使用化学环燃烧可以实现的目标。
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引用次数: 2
Novel adsorbent nanoscale zero-valent iron supported on graphene for the removal of diazo Direct Red 81 from aqueous solution: Isotherm, kinetics, and thermodynamic studies 石墨烯负载的新型吸附剂纳米级零价铁用于从水溶液中去除重氮直接红81:等温线,动力学和热力学研究
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-09 DOI: 10.30492/IJCCE.2021.524000.4556
Maryam Iran Manesh, M. Sohrabi, S. Mortazavinik
In this study, nanoscale zero-valent iron-graphene (nZVI-G) composite was synthesized and applied for the removal of diazo Direct Red 81 from aqueous solution. The prepared nanocomposite was characterized using scanning electron microscopy (SEM), energy-dispersive X-ray spectroscopy (EDS), X-ray diffraction analysis (XRD), and Fourier-transform infrared spectroscopy (FTIR). The particle size was in the range of 20 to 35 nm. The effect of influential experimental variables on dye removal such as contact time, pH, adsorbent dosage, initial dye concentration, and the temperature was investigated. In optimum conditions, including contact time of 10 min, pH = 3, the adsorbent dosage of 0.05 g, and initial dye concentration=10 mg/l, dye removal was achieved 92%. Different adsorption isotherm models (Langmuir and Freundlich) were used and adsorption followed Langmuir isotherm well (R2= 0.9773). The maximum Langmuir adsorption capacity of nZVI-G was obtained 29.07 mg g-1. The pseudo-first-order kinetic model with R2=0.9838 fitted well to the experimental data. The thermodynamic parameters (∆G,∆H,∆S) were calculated and the results revealed that the adsorption of dye was spontaneous and exothermic. The nZVI-G composite was found to be a low-cost potential candidate with high adsorption capability to be applied as an adsorbent for the removal of Direct Red 81 from the aqueous media. Reduction degradation reaction which rapidly produces radicals has a major effect on reaction time. This nanoadsorbent has the ability to adsorb, reduction and degradation of pollutants, so the dye was removed efficiently.
本研究合成了纳米级零价铁-石墨烯(nZVI-G)复合材料,并将其应用于水中重氮直接红81的去除。采用扫描电镜(SEM)、能量色散x射线能谱(EDS)、x射线衍射分析(XRD)和傅里叶变换红外光谱(FTIR)对制备的纳米复合材料进行了表征。粒径在20 ~ 35 nm之间。考察了接触时间、pH、吸附剂投加量、初始染料浓度、温度等实验变量对染料去除率的影响。在接触时间为10 min、pH = 3、吸附剂用量为0.05 g、初始染料浓度为10 mg/l的最佳条件下,染料去除率达到92%。采用不同的吸附等温线模型(Langmuir和Freundlich),吸附较好地遵循Langmuir等温线(R2= 0.9773)。nZVI-G的最大Langmuir吸附量为29.07 mg g-1。拟一阶动力学模型R2=0.9838,与实验数据拟合良好。通过计算热力学参数(∆G,∆H,∆S),结果表明染料的吸附是自发的、放热的。nZVI-G复合材料被认为是一种低成本的潜在候选材料,具有高吸附能力,可以作为一种吸附剂从水介质中去除直接红81。还原降解反应迅速产生自由基,对反应时间有重要影响。该纳米吸附剂具有吸附、还原和降解污染物的能力,可有效去除染料。
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引用次数: 0
Developed and rapid extraction of melamine in infant formulae by combined electromembrane with nanographene oxide reinforced hollow fiber 研究了电膜与纳米氧化石墨烯增强中空纤维复合提取婴幼儿配方奶粉中的三聚氰胺的方法
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-09 DOI: 10.30492/IJCCE.2021.522944.4520
M. Ebrahimi, M. Rezaee, S. Shoeibi
Melamine is a high nitrogen compound used as an adulteration to high protein foods such as infant formulae. There are many different methods for extraction and analysis of melamine which are time-consuming, complex, and need large volumes of organic solvents.A validated method for extraction and cleanup of melamine (MEL) in infant formulae, water, and powdered coffee creamer was developed using a Nanographene oxide (NGO) assisted with electromembrane extraction (NGO/EME) followed by HPLC-UV detection. Supported liquid membrane (SLM) with NGO was used as the adsorbent interface in this study. Synthesized NGO was characterized by Fourier transform infrared (FTIR) spectroscopy and scanning electron microscope (SEM). Effective parameters such as voltage magnitude, SLM solvent, pH of acceptor and donor phases, extraction time, and stirring rate were optimized. The method provided the LOD and LOQ 0.03, and 0.1µg/kg in infant formula, respectively. The accuracy was in the satisfaction recovery rate between 106-109% with RSD 4.83-5.31 for infant formulae as well as the other tested matrices. The developed method based on NGO/EME extraction presents a reliable and rapid analysis for melamine in infant formula.
三聚氰胺是一种高氮化合物,被掺入婴儿配方奶粉等高蛋白食品中。三聚氰胺的提取和分析有许多不同的方法,这些方法耗时、复杂且需要大量的有机溶剂。采用纳米氧化石墨烯(NGO)辅助电膜萃取(NGO/EME),然后采用HPLC-UV检测,建立了一种用于婴幼儿配方奶粉、水和咖啡奶精中三聚氰胺(MEL)的提取和净化方法。本研究采用含NGO的负载液膜(SLM)作为吸附界面。利用傅里叶变换红外光谱(FTIR)和扫描电镜(SEM)对合成的NGO进行了表征。优化了电压大小、SLM溶剂、受体和给体相pH、萃取时间和搅拌速率等有效参数。该方法在婴儿配方奶粉中的检出限和定量限分别为0.03和0.1µg/kg。婴儿配方奶粉及其他基质的满意度回收率为106 ~ 109%,RSD为4.83 ~ 5.31。建立了一种基于NGO/EME萃取的快速、可靠的婴儿配方奶粉中三聚氰胺分析方法。
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引用次数: 1
Polyacrylonitrile/Ag nanoparticles nanofibers as an efficient adsorbent for natural gas condensate desulfurization 聚丙烯腈/银纳米颗粒纳米纤维在天然气凝析油脱硫中的高效吸附
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-09 DOI: 10.30492/IJCCE.2021.140251.4439
A. Mollahosseini, Reza Dadashvand-nigjeh, M. Alimoradi, M. Ramezani
In this work, the optimization of the synthesis of PAN/Ag nanofiber composites via electrospinning was investigated via Taguchi experimental design approach. The adsorption capacity of sulfur compounds from natural gas condensate was considered as an objective function. The PAN/Ag nanofiber with 11 wt% PAN, 45 wt% AgNO3, 15 kV applied voltage, and 15 cm for distance of needle to a collector showed the highest adsorption capacity. The SEM, EDX, TEM, XRD, and FT-IR techniques were employed to elucidate the optimized PAN/Ag nanofiber structure. The results showed the successful synthesis of PAN/Ag nanofibers with diameters in 100-300 nm range and well distribution of Ag nanoparticles in the polymeric matrix. In addition, optimization of the adsorption capacity of PAN/Ag nanofiber in desulfurization of natural gas condensate in batch mode was performed via central composite design. Four factors including adsorbent weight, sulfur concentration in the natural gas condensate, the volume of sample, and the adsorption time were considered as effective factors each in three levels. The ANOVA analysis showed the more important factors on adsorbent performance are the concentration of sulfur in gas condensate and the weight of the adsorbent. The interaction terms between time and concentration and between volume and concentration are also important in response. Moreover, the response surface analysis of interaction terms showed the adsorptive nature of desulfurization.
本文采用田口实验设计方法,对静电纺丝法制备PAN/Ag纳米纤维复合材料进行了优化研究。将天然气凝析油中含硫化合物的吸附量作为目标函数。当PAN/Ag纳米纤维的PAN质量分数为11wt %, AgNO3质量分数为45wt %,施加电压为15kv,针距收集器距离为15cm时,其吸附量最高。采用SEM、EDX、TEM、XRD、FT-IR等技术对优化后的PAN/Ag纳米纤维结构进行了表征。结果表明,成功合成了直径在100 ~ 300 nm范围内的聚丙烯腈/银纳米纤维,且银纳米颗粒在聚合物基体中分布良好。此外,通过中心复合设计优化了PAN/Ag纳米纤维在间歇式天然气凝析油脱硫中的吸附能力。将吸附剂质量、天然气凝析液中硫浓度、样品体积、吸附时间等4个因素分为3个层次考虑为有效因素。方差分析表明,对吸附剂性能影响较大的因素是凝析气中硫的浓度和吸附剂的重量。时间和浓度之间以及体积和浓度之间的相互作用项在响应中也很重要。相互作用项的响应面分析表明了脱硫的吸附性质。
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引用次数: 0
The evaluation of the anti-Histone deacetylase, antibacterial, antioxidant and cytotoxic activities of synthetic N,N´-ethylenebis(α methylsalicylideneiminate) Schiff base derivatives 合成N,N′-乙烯双(α甲基水杨酸酯)希夫碱衍生物抗组蛋白去乙酰化酶、抗菌、抗氧化和细胞毒活性的评价
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-09 DOI: 10.30492/IJCCE.2021.520989.4467
S. Zolghadri, Fatemeh Mosalanezhad, Mahbubeh Naderpoor, Razieh Bordbar, A. Asadzadeh, Ali Ghanbariasad, Mehdi Ghavamizadeh
Recently, Schiff base complexes as synthetic antioxidants are widely used instead of natural antioxidants because they are effective and cheaper. In this study, a series of α,ά-Me2-salen, (N,N´-ethylenebis(α methylsalicylideneiminate)) Schiff base derivatives have been investigated toward their anti-histone deacetylase (HDAC), anticancer, antibacterial and antioxidant activities. For anti HDAC studies, AUTODOCK 4.1 and Molecular Dynamics (MD) simulation have been conducted against these combinations. Cytotoxic test, ferric reducing ability of plasma (FRAP), 2,2-diphenyl-1-picrylhydrazyl (DPPH) and (2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid)) ABTS assays and Agar diffusion method have been applied to investigate anticancer, antioxidant and antibacterial activities, respectively. Based on the results, the best docking was obtained for α,ά-Me2-salen against HDAC. Also, MD calculation results demonstrated that the α,ά-Me2-salen is more effective compound for HDAC inhibiting than SAHA as a known enzyme inhibitor. However, α,ά-Me2-salen and its derivatives didn't display antibacterial activity against any of the microorganisms. Cytotoxic activity analysis toward MCF 7 cell line were apparent that α,ά-Me2-salen and its Ni (II), Co (II), and Cu (II) derivatives manifested high cytotoxic activity with IC50 5, 2, 2 and 3 µg ml−1, respectively. The antioxidant results were revealed excellent radical scavenging activities of all these compounds against DPPH, ABTS and FRAP radicals. The antioxidant activity by DPPH, showed Mn(II) complex (IC50 = 0.13 ± 0.50 mg/ml) was the most active. While, α,ά-Me2-salen (IC50 =0.05±0.003 mg/ml) and its Ni(II) derivative (IC50 =0.049 mg/ml) exhibited the highest ABTS scavenging activity. According to results, all compounds show acceptable anticancer and antioxidant activity and can be used as drug candidates after further investigations.
近年来,希夫碱配合物作为合成抗氧化剂,因其具有较好的抗氧化效果和较低的成本而被广泛应用。本文研究了一系列α, - me2 -salen, (N,N′-乙二(α甲基水杨酸酯))希夫碱衍生物的抗组蛋白去乙酰化酶(HDAC)、抗癌、抗菌和抗氧化活性。对于抗HDAC的研究,AUTODOCK 4.1和分子动力学(MD)模拟已经针对这些组合进行了。采用细胞毒试验、血浆铁还原能力(FRAP)、2,2-二苯基-1-吡啶肼(DPPH)和(2,2'-氮基-双(3-乙基苯并噻唑-6-磺酸))ABTS试验和琼脂扩散法分别考察了其抗癌、抗氧化和抗菌活性。结果表明,α, - me2 -salen与HDAC的对接效果最佳。此外,MD计算结果表明,α, - me2 -salen是比SAHA更有效的抑制HDAC的已知酶抑制剂。然而,α, - me2 -salen及其衍生物对任何微生物都没有抗菌活性。对mcf7细胞株的细胞毒活性分析表明,α、 - me2 -salen及其Ni (II)、Co (II)和Cu (II)衍生物具有较高的细胞毒活性,IC50分别为5、2、2和3µg ml−1。结果表明,这些化合物对DPPH、ABTS和FRAP自由基具有良好的清除活性。DPPH的抗氧化活性显示,Mn(II)配合物(IC50 = 0.13±0.50 mg/ml)的抗氧化活性最高。α、 - me2 -salen (IC50 =0.05±0.003 mg/ml)及其Ni(II)衍生物(IC50 =0.049 mg/ml)对ABTS的清除活性最高。结果表明,所有化合物均具有良好的抗癌和抗氧化活性,经进一步研究可作为候选药物使用。
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引用次数: 2
Energy, exergy, and exergoeconomic (3E) analysis of gas liquefaction and gas associated liquids recovery co-process based on the mixed fluid cascade refrigeration systems 基于混合流体梯级制冷系统的气体液化和气体伴生液体回收协同过程的能量、火用和燃烧经济性(3E)分析
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-09 DOI: 10.30492/IJCCE.2021.141462.4442
Hossein Khajehpour, N. Norouzi, Zahra Jafarabadi, Ghassem Valizadeh, Mohammad Hemmati
In this paper, energy, exergy, and exergoeconomic analysis is performed on the recent trend of joint production of liquefied natural gas and natural gas liquids based on Mixed fluid cascade most important refrigeration systems. The proposed process is first simulated and exergticly analyzed, and finally, an economic model is used to analyze the exergoeconomic performance. The results include the cost of exergy destruction, exergoeconomic factors, and exergy efficiency. The exergy analysis results show that the proposed process’s exergy efficiency is about 53.84%, and the destruction rate is 42618 kW with LNG and NGL production rates of 69.00 kg/s and 27.42 kg/s, respectively. Also, results show that the maximum exergoeconomic factor, which is 69.53%, is related to the second compressor in the liquefaction cycle. The lowest exergoeconomic factor, which is 0.67%, is related to the fourth heat exchanger in the liquefaction cycle. In this process, the distillation tower has the highest relative cost variation (100.81), and the first air cooler in the liquefaction cycle has the smallest relative cost difference (1.08). One of the most costly economic factors is the cost of exergy destruction rates. The second heat exchanger has the exergy destruction cost (768.93 $/GJ), and the first air cooler in the liquefaction cycle has the lowest exergy destruction cost (19.38 $/GJ).
本文从能源、火用和火用经济的角度分析了液化天然气和天然气液联合生产的新趋势,并以混合流体梯级制冷系统为基础进行了分析。首先对所提出的过程进行了模拟和能量分析,最后建立了一个经济模型来分析能量经济性。结果包括能源破坏成本、能源经济因素和能源效率。火用分析结果表明,该工艺的火用效率约为53.84%,破坏率为42618 kW, LNG和NGL产量分别为69.00 kg/s和27.42 kg/s。结果表明,液化循环中第二压气机的运行经济性系数最大,为69.53%。最低的耗功经济系数为0.67%,与液化循环的第4个换热器有关。其中蒸馏塔相对成本差异最大(100.81),液化循环第一空冷却器相对成本差异最小(1.08)。最昂贵的经济因素之一是能源破坏率的成本。第2个换热器的火用破坏成本为768.93美元/GJ,液化循环第1个空冷器的火用破坏成本最低,为19.38美元/GJ。
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引用次数: 4
Preparation of expandable polystyrene by multi-stage initiator dosing/ styrene-butadiene-styrene blends with application of artificial neural networks 多级投加引发剂/苯乙烯-丁二烯-苯乙烯共混制备可膨胀聚苯乙烯及人工神经网络的应用
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-09 DOI: 10.30492/IJCCE.2021.523431.4536
F. Derakhshanfard, Samira Ghazanchaie, L. Amirkhani
Expandable Polystyrene (EPS) is one of the most used polymers. Preparation of this polymer by conventional method has some problems which causes the synthesis process to be difficult and quality of the prepared EPS to decrease. In this study, Styrene-Butadiene-Styrene (SBS) has been added to improve some properties of prepared polymer and Multi-stage Initiator Dosing (MID) method has been used to reduce the time of the polymerization which increases the polymer’s production capacity. SBS has been added to EPS in shares of 2%wt, 4%wt and 6%wt. Polydispersity index (PDI) test and the amount of the tension in yield point of the polymer has been checked. The amount of absorbed pentane on the polymer studied. The amount of residual monomer on the polymer has been investigated. All of the studies happened in different conditions like: different percentages of initiator, different number of dosings and different time periods of first stage of the polymerization. Experimental data has been simulated by Multi-Layer Perceptron (MLP) and Radial Basis Function (RBF) methods of Artificial Neural Networks (ANN). The performance of simulation for RBF method was better than MLP method due to having strong scientific foundation and also the ability of filtering noises. The experimental data show that the increase in SBS causes improvement in properties like: elongation at break, better pentane absorption and PDI amount has improved, which show better distribution of molecular weight and decrease in residual monomer in products.
可膨胀聚苯乙烯(EPS)是最常用的聚合物之一。常规方法制备EPS存在一些问题,导致合成工艺困难,制备的EPS质量下降。本研究通过添加苯乙烯-丁二烯-苯乙烯(SBS)来改善所制备聚合物的某些性能,并采用多级引发剂加药(MID)方法来缩短聚合时间,从而提高聚合物的生产能力。SBS分别以2%、4%和6%的比例加入每股收益。测试了聚合物的多分散性指数(PDI)和屈服点的张力量。研究了聚合物对戊烷的吸附量。研究了聚合物上残留单体的数量。所有的研究都是在不同的条件下进行的:不同的引发剂百分比,不同的剂量和不同的聚合第一阶段的时间。采用多层感知器(MLP)和径向基函数(RBF)方法对实验数据进行了仿真。由于RBF方法具有较强的科学基础和滤波噪声的能力,其仿真性能优于MLP方法。实验数据表明,SBS的增加使产品断裂伸长率提高,戊烷吸收率提高,PDI量提高,产品分子量分布更好,单体残留量减少。
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引用次数: 0
NaY zeolite and TiO2 impregnated NaY zeolite for the adsorption and photocatalytic degradation of Methylene blue under Sunlight NaY沸石和TiO2浸渍的NaY沸石在日光下对亚甲基蓝的吸附和光催化降解
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-07 DOI: 10.30492/IJCCE.2021.128624.4168
Baouali Nazim Younes, Nibou Djamel, A. Samira
NaY zeolite was impregnated by TiO2 to prepare novel catalyst for the adsorption and photocatalytic degradation of methylene blue (MB). The samples were characterized by XRD, SEM, EDS and FTIR techniques. The percentage adsorption of MB on NaY reaches 88% and adsorption capacity of 6.55 mg/g under optimized parameters ([MB] = 10 mg/L, pH = 6, S/L = 2 mg/L and T = 25°C). The MB adsorption process follows Langmuir isotherm. The thermodynamic parameters were investigated and showed an endothermic and physical process. The MB adsorption also follows a pseudo second-order kinetic. The photo-degradation of the MB dye was successfully carried out on the TiO2/NaY catalyst under sunlight. The MB photo-degradation also follows a Langmuir-Hinshelwood first-order kinetic.
采用TiO2浸渍NaY分子筛制备新型亚甲基蓝(MB)吸附光催化降解催化剂。采用XRD、SEM、EDS、FTIR等技术对样品进行了表征。在优化条件([MB] = 10 mg/L, pH = 6, S/L = 2 mg/L,温度= 25℃)下,MB在NaY上的吸附率达到88%,吸附量为6.55 mg/g。吸附过程遵循Langmuir等温线。热力学参数的研究表明,这是一个吸热和物理过程。MB的吸附也遵循准二级动力学。在TiO2/NaY催化剂上成功地完成了MB染料在日光下的光降解。MB光降解也遵循Langmuir-Hinshelwood一级动力学。
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引用次数: 1
Combined microwave-peanut hull based activated carbon process in the removal of oxytetracycline (OXT) from aqueous solution 微波-花生壳复合活性炭法去除水溶液中土霉素的研究
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-07 DOI: 10.30492/IJCCE.2021.139749.4425
Z. Hank, Djedouani Djamila, M. Chabani
Carbon materials are gaining importance in catalytic processes. In this respect, the authors studied the most important characteristics of these materials when employed as catalysts for the removal of pollutants from wastewaters.X-Ray Diffraction (XRD), Scanning Electron Microscopy (SEM), and Fourier Transform Infrared Spectroscopy (FT-IR) were used to characterized Charcoal Activated (CA) derived from chemical activation of peanut hulls. The key physical characteristics of the solids used in heterogeneous catalysis are the pore volume, the pore distribution, iodine number, oxygen surface groups, and the specific surface area.The combined microwave radiation-CA catalytic activity was assessed through the degradation of Oxytetracycline (OXT) under different irradiation times, initial concentrations, and acidity of the OXT solution. Furthermore, the effect of additional amounts of derived CA on the degradation was assessed.A higher removal rate of OXT contaminant by a combined MW-CA process was a synergic effect and achieved at a low concentration of OXT and pH 3 (which is the pH range of OXT solution). Furthermore, an additional amount of CA increased removal efficiency. These favorable properties make carbon a viable alternative for use as a catalyst with no residual intermediates or secondary pollution.
碳材料在催化过程中越来越重要。在这方面,作者研究了这些材料作为催化剂去除废水中污染物时的最重要特性。采用x射线衍射(XRD)、扫描电镜(SEM)和傅里叶变换红外光谱(FT-IR)对花生壳化学活化后的活性炭(CA)进行了表征。用于多相催化的固体的关键物理特性是孔隙体积、孔隙分布、碘值、氧表面基团和比表面积。在不同的辐照时间、初始浓度和氧化还原溶液酸度条件下,考察微波辐射- ca联合催化降解氧化四环素(OXT)的活性。此外,还评估了衍生CA的附加量对降解的影响。MW-CA联合工艺对OXT污染物的较高去除率是协同作用的结果,并且是在低浓度的OXT和pH 3 (OXT溶液的pH范围)的条件下实现的。此外,添加一定量的CA可以提高去除效率。这些有利的特性使碳成为无残留中间体或二次污染的催化剂的可行替代品。
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引用次数: 0
Prediction of Optimum Process Parameters for Karanja Biodiesel Production using Support Vector Machine, Genetic Algorithm and Particle Swarm Optimization 基于支持向量机、遗传算法和粒子群优化的Karanja生物柴油生产最佳工艺参数预测
IF 1.8 4区 工程技术 Q4 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2021-08-07 DOI: 10.30492/IJCCE.2021.128278.4153
S. Sastry
The growing energy demand and depletion of the conventional energy resources presented a need for alternative reliable source of energy that can readily replace the conventional fuels like diesel and petrol. In the current work, biodiesel is synthesized from Karanja oil by using transesterification. The yield is obtained at varying KOH concentrations (1 wt %, 1.5 wt %, 2 wt %), varying molar ratios of methanol:oil (3:1, 4.5:1, 6:1) and varying times (15 min, 30 min, 45 min, 60 min). The optimal conditions from experiment are obtained as temperature of 50° C, reaction time of 45 minutes, methanol-oil ratio of 4.5:1 and catalyst concentration of 1.5 %. The viscosity of biodiesel is found to be between 0.036 - 0.038 stokes. Optimum conditions obtained were compared with the statistics available in literature. The produced biodiesel from Karanja oil conform to the ASTM D6751 standards. The produced biodiesel is characterized using Fourier Transform Infra Red (FTIR) Analysis and Gas Chromatography Mass Spectrometry (GC-MS). Further Artificial Intelligence techniques namely Support Vector Machine, Genetic Algorithm and Particle Swarm Optimization have been used for predicting the optimum conditions of the biodiesel production. The predicted yield with Support Vector Machine is compared with yield obtained from experiments. The SVM accurately predicted the experimental results with the R2 = 0.999. PSO and GA can effectively be used as a tool for predicting the optimum parameters for biodiesel production.
日益增长的能源需求和传统能源的枯竭提出了一种可替代的可靠能源的需求,这种能源可以很容易地取代柴油和汽油等传统燃料。在目前的工作中,以Karanja油为原料,采用酯交换法合成了生物柴油。在不同的KOH浓度(1wt %, 1.5 wt %, 2wt %),不同的甲醇:油的摩尔比(3:1,4.5:1,6:1)和不同的时间(15分钟,30分钟,45分钟,60分钟)下获得产率。实验得到最佳工艺条件为温度50℃,反应时间45 min,甲醇油比4.5:1,催化剂浓度1.5%。生物柴油的粘度在0.036 - 0.038斯托克之间。将得到的最佳条件与文献统计数据进行比较。从Karanja油生产的生物柴油符合ASTM D6751标准。利用傅里叶变换红外(FTIR)分析和气相色谱-质谱(GC-MS)对制备的生物柴油进行了表征。进一步的人工智能技术,即支持向量机,遗传算法和粒子群优化已被用于预测生物柴油生产的最佳条件。将支持向量机的预测产率与实验产率进行了比较。SVM准确预测实验结果,R2 = 0.999。粒子群算法和遗传算法可以有效地作为预测生物柴油生产最优参数的工具。
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Iranian Journal of Chemistry & Chemical Engineering-international English Edition
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