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Theoretical study of the oxidation of formic acid on a PtPd(111) surface 甲酸在PtPd(111)表面氧化的理论研究
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2019-03-15 DOI: 10.1177/1468678319830512
Ying-ying Wang
By performing density functional theory calculations, the adsorption configurations of formic acid and possible reaction pathway for HCOOH oxidation on PtPd(111) surface are located. Results show that CO2 is preferentially formed as the main product of the catalytic oxidation of formic acid. The formation of CO on the pure Pd surface could not possibly occur during formic acid decomposition on the PtPd(111) surface owing to the high reaction barrier. Therefore, no poisoning of catalyst would occur on the PtPd(111) surface. Our results indicate that the significantly increased catalytic activity of bimetallic PtPd catalyst towards HCOOH oxidation should be attributed to the reduction in poisoning by CO.
通过密度泛函理论计算,确定了甲酸在PtPd(111)表面的吸附构型和HCOOH在PtPd(111)表面氧化的可能反应途径。结果表明:甲酸催化氧化反应优先生成CO2为主产物;甲酸在PtPd(111)表面分解时,由于反应势垒高,不可能在纯Pd表面生成CO。因此,PtPd(111)表面不会发生催化剂中毒。我们的研究结果表明,双金属PtPd催化剂对HCOOH氧化的催化活性显著提高应归因于CO中毒的减少。
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引用次数: 5
Effect of cerium content on textural and hydrodesulfurization performance for dibenzothiophene over a bulk Ni2P catalyst 铈含量对Ni2P催化剂上二苯并噻吩结构和加氢脱硫性能的影响
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2019-03-15 DOI: 10.1177/1468678319830798
Yunwu Yu, Lianjie Liang, Chang-Wei Xu, Y.-L. Dai, Wenhao Pan, Zhao Ding, Yunxue Liu
A series of ceria promoted Ni2P catalysts were prepared and evaluated in dibenzothiophene hydrodesulfurization steam. These catalysts were characterized by X-ray diffraction, N2 adsorption–desorption, CO chemisorptions, and X-ray photoelectron spectroscopy. The results showed that the addition of ceria into the bulk Ni2P catalyst was conducive to the formation of the Ni2P phase and contributed to a higher surface area, leading to a better dispersion and smaller crystallite size of Ni2P particles. The CexNi2P catalysts showed higher dibenzothiophene hydrodesulfurization activity than Ni2P catalyst and the Ce0.09Ni2P catalyst showed the highest dibenzothiophene hydrodesulfurization activity. The Ce0.09Ni2P catalyst showed a dibenzothiophene hydrodesulfurization conversion of 94.5% at the reaction conditions of 320°C, 4.0 MPa, a H2/oil ratio of 500 (V/V), and a weight hourly space velocity of 8.0 h−1. The dibenzothiophene was mainly transformed through desulfurization pathway.
在二苯并噻吩加氢脱硫蒸汽中制备了一系列氧化铈促进Ni2P催化剂,并对其性能进行了评价。采用x射线衍射、N2吸附-解吸、CO化学吸附和x射线光电子能谱对催化剂进行了表征。结果表明:在本体Ni2P催化剂中加入二氧化铈有利于Ni2P相的形成,使得Ni2P颗粒的比表面积增大,分散性更好,晶粒尺寸更小。ceni2p催化剂对二苯并噻吩的加氢脱硫活性高于Ni2P催化剂,Ce0.09Ni2P催化剂对二苯并噻吩的加氢脱硫活性最高。Ce0.09Ni2P催化剂在320℃、4.0 MPa、H2/油比500 (V/V)、质量时空速8.0 h−1的条件下,二苯并噻吩加氢脱硫转化率为94.5%。二苯并噻吩主要通过脱硫途径转化。
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引用次数: 1
Kinetic study of carbon monoxide methanation over mesoporous Ni-Mo catalyst prepared by a hydrothermal method 水热法制备介孔Ni-Mo催化剂上一氧化碳甲烷化动力学研究
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2019-03-14 DOI: 10.1177/1468678319825692
Zhang Jiaying
The kinetics of carbon monoxide methanation over Ni-Mo-SiO2 catalyst were studied. The model was developed based on catalyst tests carried out in a fixed-bed reactor at a reaction temperature varied from 300 °C to 450 °C under a pressure from 0.1 to 1.5 MPa with a weight hourly space velocity of 60,000 mL h−1 g−1. An orthogonal design method was adopted to select test points with temperature, pressure, and feed compositions as factors. Based on the experimental observations, a Langmuir–Hinshelwood equation kinetic model was formulated and its parameters were estimated by fitting the experimental data implemented in MATLAB. The activation energy for the formation of CH4 was 45.4 kJ mol−1 and comparing the experimental and model-predicted data showed that the proposed model gives a reasonable fit with an average absolute relative deviation of ±9.8%.
研究了Ni-Mo-SiO2催化剂上一氧化碳甲烷化反应动力学。该模型是基于在固定床反应器中进行的催化剂测试而开发的,反应温度从300°C到450°C,压力从0.1到1.5 MPa,重量每小时空间速度为60,000 mL h−1 g−1。采用正交设计法,以温度、压力、饲料成分为影响因素,选择试验点。在实验观察的基础上,建立了Langmuir-Hinshelwood方程动力学模型,并通过MATLAB实现的实验数据进行拟合,估计了模型参数。CH4生成的活化能为45.4 kJ mol−1,实验数据与模型预测数据的比较表明,模型拟合合理,平均绝对相对偏差为±9.8%。
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引用次数: 1
Quantum chemical study of the mechanism of the palladium-catalysed C−H acetoxylation of benzene 钯催化苯C−H乙酰氧基化反应机理的量子化学研究
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2019-02-01 DOI: 10.1177/1468678319830487
Nazanin Beyzaie, S. Tayyari, M. Vakili, S. Beyramabadi
In this work, the mechanism of the palladium-catalysed acetoxylation of benzene C-H has been studied theoretically in detail. Based on experimental studies, a four-step mechanism for this reaction had been proposed, that is, C−H activation of benzene is the rate-determining step which forms an intermediate (k1 pathway) which is subsequently oxidized to produce a high-valent Pd intermediate (k2 pathway). Using quantum chemical calculations, all pathways were investigated, and the activation energy, activation enthalpy and activation Gibbs free energy for all steps were calculated and compared with each other. It was determined that the RDS proceeds through a square complex instead of a T-shaped complex. The activation energy related to the k2 pathway is higher than that of the RDS, and therefore, a new mechanism is proposed.
本文从理论上详细地研究了钯催化苯C-H乙酰氧基化反应的机理。基于实验研究,提出了该反应的四步机制,即苯的C−H活化是决定速率的步骤,形成中间体(k1途径),随后氧化产生高价Pd中间体(k2途径)。利用量子化学计算方法研究了所有反应途径,计算了各反应步骤的活化能、活化焓和活化吉布斯自由能,并进行了比较。结果表明,RDS是通过方形复合体而不是t形复合体进行的。与k2途径相关的活化能高于RDS途径,因此提出了一种新的机制。
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引用次数: 0
Intrinsic Kinetics of Fischer–Tropsch Synthesis over Co/CNTs Catalysts: Effects of Support Interaction Co/CNTs催化剂上费托合成的本征动力学:载体相互作用的影响
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2018-10-01 DOI: 10.3184/146867818X15319903829182
B. Hatami, A. Tavasoli, A. Asghari, Y. Zamani, A. Zamaniyan
The activities of cobalt catalysts prepared by the microemulsion impregnation method on carbon nanotubes (CNTs) and functionalised carbon nanotubes (FCNTs) supports were evaluated in the Fischer–Tropsch synthesis (FTS). The catalysts were characterised by transmission electron microscopy, X-ray diffraction and Brunauer–Emmett–Teller surface area methods. The results show that the cobalt particles in the FCNTs support are mostly located inside the tubes of the CNTs and show a narrower particle size distribution. The experimental results show that the cobalt catalyst supported on FCNTs leads to a higher CO conversion and FTS activity compared to that supported on normal CNTs. Calculated kinetic results show that the activation energies fall within the narrow range of 101.1–107.1 kJ mol−1 and the heat of hydrogen adsorption was calculated to be −40.2 and −26.2 kJ mol−1 for Co/CNTs and Co/FCNTs catalysts respectively. FCNTs, as a catalyst support of Co nanoparticles, maintain high dispersion which can be attributed to a hydrogen spillover effect of functional groups on the CNT surface.
在费托合成(FTS)中考察了微乳液浸渍法制备的钴催化剂在碳纳米管(CNTs)和功能化碳纳米管(FCNTs)载体上的活性。采用透射电子显微镜、x射线衍射和布鲁诺尔-埃米特-泰勒表面积法对催化剂进行了表征。结果表明:FCNTs载体中的钴颗粒主要分布在CNTs的管内,且粒径分布较窄;实验结果表明,与普通碳纳米管负载的钴催化剂相比,负载在FCNTs上的钴催化剂具有更高的CO转化率和FTS活性。计算的动力学结果表明,Co/CNTs和Co/FCNTs催化剂的活化能在101.1 ~ 107.1 kJ mol−1之间,氢吸附热分别为- 40.2和- 26.2 kJ mol−1。FCNTs作为Co纳米颗粒的催化剂载体,保持了高分散性,这可归因于碳纳米管表面官能团的氢溢出效应。
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引用次数: 0
Kinetics and Correlation Analysis of Reactivity in the Oxidation of Some α-Hydroxy Acids by Benzimidazolium Dichromate 重铬酸苯并咪唑氧化某些α-羟基酸反应动力学及相关性分析
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2018-10-01 DOI: 10.3184/146867818X15319903829236
D. Panday, Teena Kachawa, S. Kothari
Kinetic and mechanistic studies of the oxidation of mandelic acid and nine monosubstituted mandelic acids by benzimidazolium dichromate (BIDC) in dimethyl sulfoxide are discussed with an emphasis on correlation of structure and reactivity. The reactions were of first order with respect to BIDC. However, Michaelis-Menten type kinetics were observed with respect to hydroxy acids. The reactions are catalysed by protons. The deuterium isotope effect for the oxidation of mandelic acid (kH/kD = 5.91 at 298 K) indicated an α-C-H bond cleavage in the rate-determining step. An analysis of the solvent effect showed that the role of cationsolvation is major. The reaction showed an excellent correlation with the Hammett σ values, the reaction constant being negative. Based on the kinetic data, analysis of the solvent effect and results of structure-reactivity correlation along with some non-kinetic parameters, a mechanism involving rate-determining oxidative decomposition of the complex through hydride-ion transfer via a cyclic transition state to give the corresponding oxoacid is suggested.
讨论了重铬酸苯并咪唑(BIDC)在二甲亚砜中氧化扁桃酸和9种单取代扁桃酸的动力学和机理,重点讨论了结构和反应活性的相关性。对于BIDC,反应为一级反应。然而,对于羟基酸,观察到Michaelis-Menten型动力学。这些反应由质子催化。在298 K时,扁桃酸氧化的氘同位素效应(kH/kD = 5.91)表明在速率决定步骤中α-C-H键断裂。溶剂效应分析表明,阳离子溶剂化的作用是主要的。反应常数为负,与Hammett σ值有良好的相关性。根据动力学数据、溶剂效应分析和结构-反应性相关结果以及一些非动力学参数,提出了配合物通过氢化物-离子循环过渡态转移生成相应氧化酸的速率决定机理。
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引用次数: 3
TG/DTA-FTIR Study on Total Resource Recovery from Tetra Pak Waste by Pyrolysis under a CO2 Environment CO2环境下利乐包废弃物热解回收总资源化的TG/DTA-FTIR研究
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2018-10-01 DOI: 10.3184/146867818X15233705894437
Hanxin Huo, Yuhui Ma
Pyrolysis of Tetra Pak waste under CO2 was investigated using a thermogravimetric/differential thermal analyser coupled with a Fourier transform infrared spectrometer. Experimental results showed that cellulose was decomposed between 270 and 390 °C, leading to the formation of aldehydes, ketones, carboxylic acids and levoglucosan. Thermal cracking of polyethylene occurred between 440 and 530 °C and the main products were aliphatic hydrocarbons. CO can be produced by the gasification of pyrolytic char by CO2 at temperatures ranging from 860–970 °C. Aluminium (Al) foil remained in a “thin layer shape” despite melting above 660 °C. CaO was generated from the decomposition of CaCO3 used as a paper filler at 722 °C. The reaction between CaO and the CO2 atmosphere during the cooling process led to the formation of new CaCO3 which was the main component of ash after gasification and was easy to separate from Al foil.
利用热重/差热分析仪和傅里叶变换红外光谱仪对利乐包废弃物在CO2下的热解过程进行了研究。实验结果表明,纤维素在270 ~ 390℃之间发生分解,生成醛类、酮类、羧酸类和左旋葡聚糖。聚乙烯在440 ~ 530℃发生热裂解,主要产物为脂肪烃。在860-970°C的温度范围内,热解炭用CO2气化可产生CO。尽管在660°C以上熔化,铝(Al)箔仍保持“薄层形状”。CaO是由CaCO3作为纸张填料在722℃下分解生成的。在冷却过程中,CaO与CO2气氛发生反应,形成新的CaCO3, CaCO3是气化后灰分的主要成分,易于从铝箔中分离出来。
{"title":"TG/DTA-FTIR Study on Total Resource Recovery from Tetra Pak Waste by Pyrolysis under a CO2 Environment","authors":"Hanxin Huo, Yuhui Ma","doi":"10.3184/146867818X15233705894437","DOIUrl":"https://doi.org/10.3184/146867818X15233705894437","url":null,"abstract":"Pyrolysis of Tetra Pak waste under CO2 was investigated using a thermogravimetric/differential thermal analyser coupled with a Fourier transform infrared spectrometer. Experimental results showed that cellulose was decomposed between 270 and 390 °C, leading to the formation of aldehydes, ketones, carboxylic acids and levoglucosan. Thermal cracking of polyethylene occurred between 440 and 530 °C and the main products were aliphatic hydrocarbons. CO can be produced by the gasification of pyrolytic char by CO2 at temperatures ranging from 860–970 °C. Aluminium (Al) foil remained in a “thin layer shape” despite melting above 660 °C. CaO was generated from the decomposition of CaCO3 used as a paper filler at 722 °C. The reaction between CaO and the CO2 atmosphere during the cooling process led to the formation of new CaCO3 which was the main component of ash after gasification and was easy to separate from Al foil.","PeriodicalId":20859,"journal":{"name":"Progress in Reaction Kinetics and Mechanism","volume":"138 1","pages":"229 - 235"},"PeriodicalIF":0.7,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82861262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Mechanism of Nanostructured Fluorapatite Formation from CaO, CaF2 and P2O5 Precursors by Mechanochemical Synthesis 机械化学合成CaO、CaF2和P2O5前驱体形成纳米结构氟磷灰石的机理
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2018-10-01 DOI: 10.3184/146867818X15233705894419
R. N. Mofrad, S. Sadrnezhaad, J. V. Khaki
We determined the mechanism of mechanochemical synthesis of fluorapatite from CaO, CaF2 and P2O5 by characterisation of the intermediate compounds. We used atomic absorption spectroscopy, X-ray diffraction, field emission scanning electron microscopy, FTIR spectroscopy and transmission electron microscopy to find the transitional compounds. Investigation of the binary and ternary powder mixtures revealed the appearance of H3PO4, Ca(OH)2, Ca2P2O7 and CaCO3 as the intermediate compounds. At early stages of the milling, conversions of P2O5 to H3PO4 and CaO to Ca(OH)2 occurred in the wet atmosphere. Later, a combination of Ca(OH)2 and H3PO4 formed C a2P2O7 while the unreacted CaO was converted to CaCO3 by CO2 of the ambient atmosphere. Spherical crystalline Ca10 (PO4)6F2 particles formed after 48 hours of milling due to the reaction between Ca2P2O7, CaCO3 and CaF2.
通过对中间化合物的表征,确定了以CaO、CaF2和P2O5为原料机械化学合成氟磷灰石的机理。我们利用原子吸收光谱、x射线衍射、场发射扫描电镜、红外光谱和透射电镜等方法寻找过渡化合物。对二元和三元粉末混合物进行了研究,发现中间化合物为H3PO4、Ca(OH)2、Ca2P2O7和CaCO3。在制粉初期,P2O5转化为H3PO4, CaO转化为Ca(OH)2发生在湿气氛中。随后,Ca(OH)2与H3PO4结合形成ca2p2o7,而未反应的CaO被周围大气中的CO2转化为CaCO3。Ca2P2O7、CaCO3和CaF2在研磨48 h后形成球形结晶Ca10 (PO4)6F2颗粒。
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引用次数: 1
Impact of Chloride Concentration on Ligand Substitution Reactions of Zinc(II) Complexes with Biologically Relevant Nitrogen Nucleophiles 氯离子浓度对锌(II)配合物与亲核试剂配体取代反应的影响
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2018-10-01 DOI: 10.3184/146867818X15319903829164
Enisa Selimović, T. Soldatović
The mole-ratio method was used to determine the metal–ligand stoichiometry between [ZnCl2(en)] and [ZnCl2(terpy)] (where en = 1,2-diaminoethane or ethylenediamine and terpy = 2,2′:6′,2″-terpyridine) and imidazole at pH 7.2 in the presence of different chloride concentrations. The results indicated step-wise formation of 1:1 and 1:2 complexes in the presence of 0.010 M NaCl and 1:1 complexes in the presence of 0.001 M NaCl for the [ZnCl2(en)] complex. These results are correlated with additional coordination of chlorides in the first coordination sphere and with changes in coordination geometry. In the presence of 0.001 M NaCl the five-coordinate complex anion [ZnCl3(en)]- is formed initially and then a substitution reaction with imidazole occurs. In the presence of 0.010 M NaCl the octahedral complex anion [ZnCl4(en)]2- is formed. Additional coordination of chloride in the [ZnCl2(terpy)] complex is not found and the metal–ligand stoichiometry is 1:2. The kinetics of ligand substitution reactions of zinc(II) complexes and biologically relevant nitrogen nucleophiles such as imidazole, 1,2,3-triazole and L-histidine were investigated at pH 7.2 as a function of nucleophile concentration in the presence of 0.001 M and 0.010 M NaCl. The reactions were followed under pseudo first-order conditions by UV-Vis spectrophotometry. The substitution reactions included two steps of consecutive displacement of chlorido ligands with changes only in the coordination geometry of the [ZnCl2(en)] complex. The order of reactivity of the investigated nucleophiles for the first reaction step towards both complexes was L-histidine > 1,2,3-triazole > imidazole, while in the presence of 0.010 M NaCl the most reactive ligand was 1,2,3-triazole towards the [ZnCl2(en)] complex.
采用摩尔比法测定了[ZnCl2(en)]和[ZnCl2(terpy)] (en = 1,2-二氨基乙烷或乙二胺,terpy = 2,2′:6′,2″-三吡啶)与咪唑在pH为7.2条件下的金属配体化学计量。结果表明,[ZnCl2(en)]配合物在0.010 M NaCl存在下可逐步形成1:1和1:2的配合物,在0.001 M NaCl存在下可形成1:1的配合物。这些结果与第一配位球中氯化物的附加配位以及配位几何的变化有关。在0.001 M NaCl存在下,首先形成五配位阴离子[ZnCl3(en)]-,然后与咪唑发生取代反应。在0.010 M NaCl存在下,形成八面体配合阴离子[ZnCl4(en)]2-。在[ZnCl2(terpy)]配合物中没有发现氯的额外配位,金属配体化学计量为1:2。研究了锌(II)配合物与咪唑、1,2,3-三唑和l -组氨酸等生物相关的氮亲核试剂在pH 7.2条件下,在0.001 M和0.010 M NaCl存在下,其配体取代反应的动力学与亲核试剂浓度的关系。用紫外-可见分光光度法在伪一级条件下对反应进行了跟踪。取代反应包括氯基配体连续位移的两个步骤,仅改变[ZnCl2(en)]配合物的配位几何形状。研究的亲核试剂对这两个配合物的第一步反应活性顺序为l -组氨酸> 1,2,3-三唑>咪唑,而在0.010 M NaCl存在下,对[ZnCl2(en)]配合物反应活性最高的配体是1,2,3-三唑。
{"title":"Impact of Chloride Concentration on Ligand Substitution Reactions of Zinc(II) Complexes with Biologically Relevant Nitrogen Nucleophiles","authors":"Enisa Selimović, T. Soldatović","doi":"10.3184/146867818X15319903829164","DOIUrl":"https://doi.org/10.3184/146867818X15319903829164","url":null,"abstract":"The mole-ratio method was used to determine the metal–ligand stoichiometry between [ZnCl2(en)] and [ZnCl2(terpy)] (where en = 1,2-diaminoethane or ethylenediamine and terpy = 2,2′:6′,2″-terpyridine) and imidazole at pH 7.2 in the presence of different chloride concentrations. The results indicated step-wise formation of 1:1 and 1:2 complexes in the presence of 0.010 M NaCl and 1:1 complexes in the presence of 0.001 M NaCl for the [ZnCl2(en)] complex. These results are correlated with additional coordination of chlorides in the first coordination sphere and with changes in coordination geometry. In the presence of 0.001 M NaCl the five-coordinate complex anion [ZnCl3(en)]- is formed initially and then a substitution reaction with imidazole occurs. In the presence of 0.010 M NaCl the octahedral complex anion [ZnCl4(en)]2- is formed. Additional coordination of chloride in the [ZnCl2(terpy)] complex is not found and the metal–ligand stoichiometry is 1:2. The kinetics of ligand substitution reactions of zinc(II) complexes and biologically relevant nitrogen nucleophiles such as imidazole, 1,2,3-triazole and L-histidine were investigated at pH 7.2 as a function of nucleophile concentration in the presence of 0.001 M and 0.010 M NaCl. The reactions were followed under pseudo first-order conditions by UV-Vis spectrophotometry. The substitution reactions included two steps of consecutive displacement of chlorido ligands with changes only in the coordination geometry of the [ZnCl2(en)] complex. The order of reactivity of the investigated nucleophiles for the first reaction step towards both complexes was L-histidine > 1,2,3-triazole > imidazole, while in the presence of 0.010 M NaCl the most reactive ligand was 1,2,3-triazole towards the [ZnCl2(en)] complex.","PeriodicalId":20859,"journal":{"name":"Progress in Reaction Kinetics and Mechanism","volume":"1 1","pages":"244 - 253"},"PeriodicalIF":0.7,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84329255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Application of Evolutionary Algorithms for Modelling and Optimisation of Ultrasound-Related Parameters on Synthesised SAPO-34 Catalysts: Crystallinity and Particle Size 进化算法在合成SAPO-34催化剂上建模和优化超声相关参数的应用:结晶度和粒度
IF 0.7 4区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2018-10-01 DOI: 10.3184/146867818X15233705894446
M. Azarhoosh, R. Halladj, S. Askari
First, the effects of ultrasound-related variables on the crystallinity and particle size of synthesised SAPO-34 catalysts were modelled using a genetic programming (GP) method. The results confirm that GP has good predictive power. Secondly, optimisation of the ultrasound parameters was considered using a genetic algorithm (GA) to obtain SAPO-34 catalysts with high crystallinity and minimum particle size for the best performance in the methanol to light olefins process. The GP models were used as the fitness functions inside the GA. Finally, the optimum solution was validated experimentally and the results indicate that there is a good agreement between experimental and predicted values.
首先,利用遗传编程(GP)方法模拟了超声相关变量对合成SAPO-34催化剂结晶度和粒径的影响。结果表明,GP具有较好的预测能力。其次,采用遗传算法对超声参数进行优化,得到了高结晶度、最小粒径的SAPO-34催化剂,使其在甲醇制轻烯烃工艺中具有最佳性能。将GP模型作为遗传算法内部的适应度函数。最后,对最优解进行了实验验证,实验结果与预测值吻合较好。
{"title":"Application of Evolutionary Algorithms for Modelling and Optimisation of Ultrasound-Related Parameters on Synthesised SAPO-34 Catalysts: Crystallinity and Particle Size","authors":"M. Azarhoosh, R. Halladj, S. Askari","doi":"10.3184/146867818X15233705894446","DOIUrl":"https://doi.org/10.3184/146867818X15233705894446","url":null,"abstract":"First, the effects of ultrasound-related variables on the crystallinity and particle size of synthesised SAPO-34 catalysts were modelled using a genetic programming (GP) method. The results confirm that GP has good predictive power. Secondly, optimisation of the ultrasound parameters was considered using a genetic algorithm (GA) to obtain SAPO-34 catalysts with high crystallinity and minimum particle size for the best performance in the methanol to light olefins process. The GP models were used as the fitness functions inside the GA. Finally, the optimum solution was validated experimentally and the results indicate that there is a good agreement between experimental and predicted values.","PeriodicalId":20859,"journal":{"name":"Progress in Reaction Kinetics and Mechanism","volume":"3 1","pages":"236 - 243"},"PeriodicalIF":0.7,"publicationDate":"2018-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89974767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
期刊
Progress in Reaction Kinetics and Mechanism
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