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Modeling and analysis of air combustion and steam regeneration in methanol to olefins processes
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作者 Jinqiang Liang Danzhu Liu +1 位作者 Shuliang Xu Mao Ye 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2024年第2期94-103,共10页
Light olefins is the incredibly important materials in chemical industry.Methanol to olefins(MTO),which provides a non-oil route for light olefins production,received considerable attention in the past decades.However... Light olefins is the incredibly important materials in chemical industry.Methanol to olefins(MTO),which provides a non-oil route for light olefins production,received considerable attention in the past decades.However,the catalyst deactivation is an inevitable feature in MTO processes,and regeneration,therefore,is one of the key steps in industrial MTO processes.Traditionally the MTO catalyst is regenerated by removing the deposited coke via air combustion,which unavoidably transforms coke into carbon dioxide and reduces the carbon utilization efficiency.Recent study shows that the coke species over MTO catalyst can be regenerated via steam,which can promote the light olefins yield as the deactivated coke species can be essentially transferred to industrially useful synthesis gas,is a promising pathway for further MTO processes development.In this work,we modelled and analyzed these two MTO regeneration methods in terms of carbon utilization efficiency and technology economics.As shown,the steam regeneration could achieve a carbon utilization efficiency of 84.31%,compared to 74.74%for air combustion regeneration.The MTO processes using steam regeneration can essentially achieve the near-zero carbon emission.In addition,light olefins production of the MTO processes using steam regeneration is 12.81%higher than that using air combustion regeneration.In this regard,steam regeneration could be considered as a potential yet promising regeneration method for further MTO processes,showing not only great environmental benefits but also competitive economic performance. 展开更多
关键词 Model methanol to olefins REGENERATION Greenhouse gas Processes simulation
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Co/SAPO-34催化剂在MTO反应中催化性能和积炭行为
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作者 李宁 褚睿智 +6 位作者 吴佳欣 孟献梁 吴国光 李晓 李伟松 江晓凤 俞时 《洁净煤技术》 CAS CSCD 北大核心 2024年第1期66-75,共10页
针对SAPO-34分子筛在MTO反应中烯烃选择性低和易于酸性积炭失活的问题,通过等体积浸渍法向SAPO-34分子筛孔道内引入金属Co,系统考察了Co的加入量对Co/SAPO-34催化剂在MTO反应中的催化性能和积炭行为的影响。结果表明金属Co可以作为脱氢... 针对SAPO-34分子筛在MTO反应中烯烃选择性低和易于酸性积炭失活的问题,通过等体积浸渍法向SAPO-34分子筛孔道内引入金属Co,系统考察了Co的加入量对Co/SAPO-34催化剂在MTO反应中的催化性能和积炭行为的影响。结果表明金属Co可以作为脱氢反应中心位点,削弱氢离子转移作用,抑制烷烃的生成,进而有效提高反应烯烃选择性;同时Co金属的引入可以精密调控SAPO-34分子筛表面酸中心强度,提高弱酸/强酸比例,进而削弱强酸中心的积炭作用,抑制催化剂的积炭失活。结合NH_(3)-TPD、H_(2)-TPD、氮气物理吸脱附、TG、XPS、GC-MS等表征方法,深入探讨Co/SAPO-34催化剂在MTO反应中的积炭行为,发现多甲基苯类关键积炭前体优先沉积于微孔和强酸位点,并显著促进稠环芳烃的生成,而相对较大的孔体积以及适量的弱酸浓度可以协同促进积炭前体的分解转化,抑制稠环芳烃等硬积炭物种的形成。积炭速率计算表明,具有适量酸性和孔道结构的Co 0.5/SAPO-34的甲醇转化率及低碳烯烃选择性最高,催化寿命最长。 展开更多
关键词 Co/SAPO-34 浸渍 甲醇制烯烃 积炭 失活 选择性
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Kinetics of steam regeneration of SAPO-34 zeolite catalyst in methanol-to-olefins(MTO) process 被引量:2
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作者 Huaiqing An Hua Li +4 位作者 Jibin Zhou Jinling Zhang Tao Zhang Mao Ye Zhongmin Liu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2021年第7期231-238,共8页
Methanol-to-olefins(MTO)is industrially applied to produce ethylene and propylene using methanol converted from coal,synthetic gas,and biomass.SAPO-34 zeolites,as the most efficient catalyst in MTO process,are subject... Methanol-to-olefins(MTO)is industrially applied to produce ethylene and propylene using methanol converted from coal,synthetic gas,and biomass.SAPO-34 zeolites,as the most efficient catalyst in MTO process,are subject to the rapid deactivation due to coke deposition.Recent work shows that steam regeneration can provide advantages such as low carbon dioxide emission and enhanced light olefins yield in MTO process,compared to that by air regeneration.A kinetic study on the steam regeneration of spent SAPO-34 catalyst has been carried out in this work.In doing so,we first investigated the effect of temperature on the regeneration performance by monitoring the crystal structure,acidity,residual coke properties and other structural parameters.The results show that with the increase of regeneration temperature,the compositions of residual coke on the catalyst change from pyrene and phenanthrene to naphthalene,which are normally considered as active hydrocarbon pool species in MTO reaction.However,when the regeneration temperature is too high,nitrogen oxides can be found in the residual coke.Meanwhile,as the regeneration temperature increases,the quantity of residual coke reduces and the acidity,BET surface area and pore structure of the regenerated samples can be better recovered,resulting in prolonging catalyst lifetime.We have further derived the kinetics of steam regeneration,and obtained an activation energy of about 177.8 kJ·mol^(-1).Compared that with air regeneration,the activation energy of steam regeneration is higher,indicating that the steam regeneration process is more difficult to occur. 展开更多
关键词 methanol to olefins(mto) SAPO-34 zeolite catalyst Steam regeneration Regeneration kinetics
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从基础研究到工业转化应用的实践——甲醇制烯烃SMTO催化技术开发 被引量:2
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作者 刘红星 丁佳佳 +4 位作者 申学峰 王传明 齐国祯 王仰东 谢在库 《石油炼制与化工》 CAS CSCD 北大核心 2024年第1期122-129,共8页
煤基甲醇制烯烃(MTO)是煤炭清洁利用的关键技术之一,对于保障国家能源安全具有重要的战略意义。中国石油化工集团有限公司经过20余年的研究,在催化反应机制、高性能分子筛催化剂以及反应-再生工艺技术等方面持续创新,开发了高效甲醇制烯... 煤基甲醇制烯烃(MTO)是煤炭清洁利用的关键技术之一,对于保障国家能源安全具有重要的战略意义。中国石油化工集团有限公司经过20余年的研究,在催化反应机制、高性能分子筛催化剂以及反应-再生工艺技术等方面持续创新,开发了高效甲醇制烯烃SMTO工艺技术,实现了从导向性基础研究到工业应用的贯通式创新。 展开更多
关键词 甲醇制烯烃 分子筛 反应机制 反应-再生过程 流化床催化剂
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碳五回炼对甲醇制烯烃(MTO)反应性能的影响研究
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作者 王志军 《现代化工》 CAS CSCD 北大核心 2024年第2期240-245,共6页
甲醇制烯烃(MTO)装置副产混合碳五。为提高碳五组分的高值化利用,国能包头MTO装置采用再生催化剂输送管碳五回炼工艺。混合碳五预裂解增产乙烯和丙烯,同时实现对催化剂的预积碳,提高MTO催化剂活性。通过对比碳五回炼前后装置产出组分的... 甲醇制烯烃(MTO)装置副产混合碳五。为提高碳五组分的高值化利用,国能包头MTO装置采用再生催化剂输送管碳五回炼工艺。混合碳五预裂解增产乙烯和丙烯,同时实现对催化剂的预积碳,提高MTO催化剂活性。通过对比碳五回炼前后装置产出组分的差异,分析碳五回炼对MTO反应性能的影响,结果表明,乙烯和丙烯总收率提高1.03%,乙丙比(乙烯和丙烯比值)降低0.011,综合经济效益提高2 512元/h。 展开更多
关键词 甲醇制烯烃 mto催化剂 碳五裂解 乙烯 丙烯
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Kinetic Modeling of Methanol to Olefins(MTO)Process on SAPO-34 Catalyst
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作者 Pu Jianglong Weng Huixin 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2013年第3期86-90,共5页
A kinetic model of MTO process over the SAPO-34 catalyst considering the effect of water and coke deposition has been proposed.The model takes into account three steps of the MTO reaction in which the products cover 5... A kinetic model of MTO process over the SAPO-34 catalyst considering the effect of water and coke deposition has been proposed.The model takes into account three steps of the MTO reaction in which the products cover 5 lumped components.The water in the feed not only reduces the concentration of methanol but also alleviates the deactivation of SAPO-34 catalyst.The kinetic parameters have been estimated by the least square method.It has been proved that the calculated values in the kinetic model are in good agreement with the experimental values. 展开更多
关键词 methanol to olefin process(mto kinetic modeling SAPO-34 DEACTIVATION
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Synthesis and characterization of an unusual snowflake-shaped ZSM-5 zeolite with high catalytic performance in the methanol to olefin reaction 被引量:16
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作者 李静 刘粟侥 +3 位作者 张怀科 吕恩静 任鹏举 任杰 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 北大核心 2016年第2期308-315,共8页
The ZSM-5 zeolite with an unusual snowflake-shaped morphology was hydrothermally synthesized for the first time,and compared with common ellipsoidal and boat-like shaped samples.These samples were characterized by N2 ... The ZSM-5 zeolite with an unusual snowflake-shaped morphology was hydrothermally synthesized for the first time,and compared with common ellipsoidal and boat-like shaped samples.These samples were characterized by N2 adsorption-desorption,X-ray fluorescence spectroscopy,scanning electron microscopy,X-ray diffraction,magic angle spinning nuclear magnetic resonance,temperature-programmed desorption of ammonia,and infrared spectroscopy of pyridine adsorption.The results suggest that the BET surface area and SiO2/Al2O3 ratio of these samples are similar,while the snowflake-shaped ZSM-5 zeolite possesses more of the(101) face,and distortion,dislocation,and asymmetry in the framework,resulting in a larger number of acid sites than the conventional samples.Catalysts for the methanol to olefin(MTO) reaction were prepared by loading Ca on the samples.The snowflake-shaped Ca/ZSM-5 zeolite exhibited excellent selectivity for total light olefin(72%) and propene(39%) in MTO.The catalytic performance influenced by the morphology can be mainly attributed to the snowflake-shaped ZSM-5 zeolite possessing distortion,dislocation,and asymmetry in the framework,and lower diffusion limitation than the conventional samples. 展开更多
关键词 ZSM-5 zeolite MODIFICATION methanol to olefins
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Preparation of modified Ce-SAPO-34 catalysts and their catalytic performances of methanol to olefins 被引量:10
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作者 Shuxun Tian Shengfu Ji +2 位作者 Dandan Lü Bingyang Bai Qi Sun 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2013年第4期605-609,共5页
The modified Ce-SAPO-34 catalysts were prepared with three methods, i.e., the liquid ion exchange with air calcination, impregnation with air calcination and impregnation with steam calcination methods. The catalytic ... The modified Ce-SAPO-34 catalysts were prepared with three methods, i.e., the liquid ion exchange with air calcination, impregnation with air calcination and impregnation with steam calcination methods. The catalytic performances of the catalysts for methanol to olefins were investigated. The properties of the catalysts were characterized using XRD, BET, XRF, FT-IR and NH3-TPD. The results indicated that compared to the SAPO-34 catalyst the catalyst prepared with the impregnation and air calcination prolonged the lifetime by 40 min and improved the selectivity to ethylene by 5% (mol) and the catalyst prepared with the impregnation and steam calcination showed the best modification effect, prolonging the lifetime by 70 min and improving the ethylene selectivity by 10% (mol). The catalyst prepared with the liquid ion exchange showed similar behaviour as the SAPO-34 catalyst. It was verified that the porous structure and surface acidity of these catalysts determined their catalytic behaviors. 展开更多
关键词 SAPO-34 methanol olefinS MODIFICATION
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Study on the deactivation and regeneration of the ZSM-5 catalyst used in methanol to olefins 被引量:8
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作者 Jingchang Zhang Haibin Zhang +2 位作者 Xiuying Yang Zhong Huang Weiliang Cao 《Journal of Natural Gas Chemistry》 EI CAS CSCD 2011年第3期266-270,共5页
ZSM-5 zeolite catalyst modified by a trace of metal cations shows high activity and high selectivity for the reaction of methanol to olefins (MTO), but it inclines to deactivate during the reaction. In this paper, t... ZSM-5 zeolite catalyst modified by a trace of metal cations shows high activity and high selectivity for the reaction of methanol to olefins (MTO), but it inclines to deactivate during the reaction. In this paper, the mechanism of the catalyst deactivation and the regeneration method were studied by X-ray diffraction (XRD), N2 adsorption-desorption, infrared spectra (IR), and infrared spectra coupled with NH3 molecular probes (IR-NH3). These characterizations indicated that coke formation was the main reason for the catalyst deactivation. To regenerate the deactivated catalyst, two methods, i.e., calcination and methanol leaching, were used. N2 adsorption-desorption, IR and IR-NH3 characteriza-tions showed that both methods can eliminate coke deposited on the catalyst and make the catalyst reactivated. XRD showed that the structure of the catalyst did not change after regeneration. Interestingly, the regenerated catalyst even showed better catalytic performance of the MTO reaction than the fresh one. Besides, the calcination regeneration can eliminate coke more completely, however, the methanol leaching method can be more easily carried out in situ in the reactor. 展开更多
关键词 methanol olefinS ZSM-5 DEACTIVATION REGENERATION
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In situ Synthesis of SAPO-34 Zeolites in Kaolin Microspheres for a Fluidized Methanol or Dimethyl Ether to Olefins Process 被引量:14
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作者 ZHU Jie CUI Yu NAWAZ Zeeshan WANG Yao WEI Fei 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2010年第6期979-987,共9页
SAPO-34 zeolite is considered to be an effective catalyst for methanol or dimethyl ether conversion to olefins. In this study,we developed the in situ synthesis technology to prepare SAPO-34 zeolite in kaolin micro-sp... SAPO-34 zeolite is considered to be an effective catalyst for methanol or dimethyl ether conversion to olefins. In this study,we developed the in situ synthesis technology to prepare SAPO-34 zeolite in kaolin micro-spheres as a catalyst for fluidized methanol or dimethyl ether to olefins process. The silicoaluminophosphate zeolite was first time reported to be synthesized in kaolin microspheres. The SAPO-34 content of synthesized catalyst was about 22% as measured by three different quantitative methods(micropore area,X-ray fluorescence and energy dispersive spectroscopy element analysis) . Most of the SAPO-34 zeolites were in nanoscale size and distributed uniformly inside the spheres. The catalytic performance was evaluated in fixed bed and fluidized bed reactors. Compared with the conventional spray-dry catalyst,SAPO/kaolin catalyst showed superior catalytic activities,bet-ter olefin selectivities(up to 94%,exclusive coke) ,and very good hydrothermal stability. The in situ synthesis of SAPO-34 in kaolin microspheres is a facile and economically feasible way to prepare more effective catalyst for fluidized MTO/DTO(methanol to olefins/dimethyl ether to olefins) process. 展开更多
关键词 SAPO-34 in situ synthesis KAOLIN fluidized bed methanol to olefins
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An effective route to improve the catalytic performance of SAPO-34 in the methanol-to-olefin reaction 被引量:11
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作者 Guangyu Liu Peng Tian +1 位作者 Qinhua Xia Zhongmin Liu 《Journal of Natural Gas Chemistry》 EI CAS CSCD 2012年第4期431-434,共4页
An effective route to improve the catalytic performance of SAPO-34 in the methanol-to-olefin reaction by simple oxalic acid treatment was investigated. The samples were characterized by XRD, SEM, N2 adsorption-desorpt... An effective route to improve the catalytic performance of SAPO-34 in the methanol-to-olefin reaction by simple oxalic acid treatment was investigated. The samples were characterized by XRD, SEM, N2 adsorption-desorption, XRF, TG, 29Si MAS NMR and NH3-TPD techniques. The results indicated that the external surface acidity of SAPO-34 was finely tuned by oxalic acid treatment, and the selectivity to C2H4 on SAPO-34 and the catalyst lifetime in the methanol-to-olefin reaction were greatly improved. 展开更多
关键词 SAPO-34 methanol-to-olefin (mto oxalic acid MODIFICATION ACIDITY
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ZSM-5/MAPO Composite Catalyst for Converting Methanol to Olefins in a Two-Stage Unit with a Dimethyl Ether Pre-Reactor 被引量:3
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作者 Wang Lin Wang Zheng +3 位作者 Jiao Hongqiao Yong Xiaojing Luo Chuntao Liu Dianhua 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2018年第1期8-15,共8页
A ZSM-5/MAPO composite catalyst was prepared by adding ZSM-5 zeolite powder to a conventional molecular sieve synthesis system, followed by modification with NH_4H_2PO_4. The samples were characterized by XRD, SEM, IR... A ZSM-5/MAPO composite catalyst was prepared by adding ZSM-5 zeolite powder to a conventional molecular sieve synthesis system, followed by modification with NH_4H_2PO_4. The samples were characterized by XRD, SEM, IR, NH_3-TPD, and BET analyses. The catalytic property of the samples toward the methanol-to-olefin(MTO) reaction was evaluated in a connected in series two-stage unit equipped with a continuous flow(once-through) fixed-bed tubular reactor similar to an industrial reactor. The first reactor mainly converted methanol into dimethyl ether and water, followed by being subject to continuous reaction in the second reactor, in which DME was converted to hydrocarbons. The composites exhibited the typical framework topology of MFI, AEI and AFI, which represented the ZSM-5 zeolite, the molecular sieves AlPO-18 or SAPO-18, AlPO-5 or SAPO-5, respectively. The composites showed several advantages for optimizing the zeolite acidity, enhancing the mass transfer, and restraining the side reactions. Catalytic reaction results showed that the composites exhibited higher selectivity to light olefins(84.0%) and lower selectivity to C_2―C_4 alkanes and C_5^+ hydrocarbons than pure ZSM-5. Moreover, the composite zeolite loaded with 3% of P demonstrated improved catalytic activity and stability for the conversion of methanol to propylene, because the coking rate was obviously suppressed. 展开更多
关键词 mto composite zeolite ZSM-5 zeolite olefinS catalyst
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Catalytic roles of the acid sites in different pore channels of H‐ZSM‐5 zeolite for methanol‐to‐olefins conversion 被引量:10
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作者 Sen Wang Zhikai Li +4 位作者 Zhangfeng Qin Mei Dong Junfen Li Weibin Fan Jianguo Wang 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 2021年第7期1126-1136,共11页
H‐ZSM‐5 zeolite is a typical catalyst for methanol‐to‐olefins(MTO)conversion.Although the performance of zeolite catalysts for MTO conversion is related to the actual location of acid sites in the zeolite framewor... H‐ZSM‐5 zeolite is a typical catalyst for methanol‐to‐olefins(MTO)conversion.Although the performance of zeolite catalysts for MTO conversion is related to the actual location of acid sites in the zeolite framework,the catalytic roles of the acid sites in different pore channels of the H‐ZSM‐5 zeolite are not well understood.In this study,the MTO reaction network,involving the aromatic cycle,alkene cycle,and aromatization process,and also the diffusion behavior of methanol feedstock and olefin and aromatic products at different acid sites in the straight channel,sinusoidal channel,and intersection cavity of H‐ZSM‐5 zeolite was comparatively investigated using density functional theory calculations and molecular dynamic simulations.The results indicated that the aromatic cycle and aromatization process occurred preferentially at the acid sites in the intersection cavities with a much lower energy barrier than that at the acid sites in the straight and sinusoidal channels.In contrast,the formation of polymethylbenzenes was significantly suppressed at the acid sites in the sinusoidal and straight channels,whereas the alkene cycle can occur at all three types of acid sites with similar energy barriers and probabilities.Consequently,the catalytic performance of H‐ZSM‐5 zeolite for MTO conversion,including activity and product selectivity,can be regulated properly through the purposive alteration of the acid site distribution,viz.,the location of Al in the zeolite framework.This study helps to elucidate the relation between the catalytic performance of different acid sites in the H‐ZSM‐5 zeolite framework for MTO conversion,which should greatly benefit the design of efficient catalyst for methanol conversion. 展开更多
关键词 methanol‐to‐olefins H‐ZSM‐5 zeolite Acid site distribution Density functional theory calculation Molecular dynamic simulation
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Light olefin production by catalytic co-cracking of Fischer–Tropsch distillate with methanol and the reaction kinetics investigation 被引量:1
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作者 Hui Zou Teng Pan +4 位作者 Yanwen Shi Youwei Cheng Lijun Wang Yu Zhang Xi Li 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2020年第1期143-151,共9页
Catalytic co-cracking of Fischer–Tropsch(FT) light distillate and methanol combines highly endothermic olefin cracking reaction with exothermic methanol conversion over ZSM-5 catalyst to produce light olefins through... Catalytic co-cracking of Fischer–Tropsch(FT) light distillate and methanol combines highly endothermic olefin cracking reaction with exothermic methanol conversion over ZSM-5 catalyst to produce light olefins through a nearly thermoneutral process. The kinetic behavior of co-cracking reactions was investigated by different feed conditions: methanol feed only, olefin feed only and co-feed of methanol with olefins or F–T distillate. The results showed that methanol converted to C2–C6 olefins in first-order parallel reaction at low space time, methylation and oligomerization–cracking prevailed for the co-feed of methanol and C2–C5 olefins, while for C6–C8 olefins,monomolecular cracking was the dominant reaction whether fed alone or co-fed with methanol. For FT distillate and methanol co-feed, alkanes were almost un-reactive, C3–C5 olefins were obtained as main products, accounting for 71 wt% for all products. A comprehensive co-cracking reaction scheme was proposed and the model parameters were estimated by the nonlinear least square method. It was verified by experimental data that the kinetic model was reliable to predict major product distribution for co-cracking of FT distillate with methanol and could be used for further reactor development and process design. 展开更多
关键词 Fischer–Tropsch DISTILLATE CATALYTIC co-cracking Light olefins methanol Reaction kinetics
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Performance of Methanol-to-Olefins Catalytic Reactions by the Addition of PEG in the Synthesis of SAPO-34 被引量:1
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作者 Yaquan Wang Zhao Wang +3 位作者 Chao Sun Hengbao Chen Hongyao Li Haoyang Li 《Transactions of Tianjin University》 EI CAS 2017年第6期501-510,共10页
SAPO-34, a silicoaluminophosphate zeolite, has been synthesized by the hydrothermal method with the addition of different molecular weights of polyethylene glycol (PEG), and has been characterized with XRD, SEM, N2ads... SAPO-34, a silicoaluminophosphate zeolite, has been synthesized by the hydrothermal method with the addition of different molecular weights of polyethylene glycol (PEG), and has been characterized with XRD, SEM, N2adsorption–desorption, FT-IR, and NH3temperature-programmed desorption (NH3-TPD). We studied SAPO-34 as a catalyst in the methanol-to-olefins (MTO) reaction, in a fixed-bed reactor. The results show that the chain length of PEG has a great influence on the particle size and morphology of SAPO-34. PEG acts as inhibitor in the crystallization process. With the increase of the chain length of PEG used in the synthesis, from a relative molecular weight of 400–6000, the morphology of SAPO-34 changes gradually from cubic to nanoplate-like and then changes to cubic again. The particle size decreases markedly at first and then increases to some extent. The catalytic stability in the MTO reaction also increases first and then decreases, with all the catalysts having almost the same selectivity to olefins. When the sample is synthesized with PEG800, the particles become nanoplate-like with a thickness of 46 nm on average, and the catalytic stability is appreciably prolonged, which is attributed to the shorter diffusion paths of the reactants in the zeolite. © 2017 The Author(s) 展开更多
关键词 Catalysis Catalyst selectivity Catalysts Chain length CHAINS DESORPTION methanol Molecular weight Nanostructures olefinS Particle size Polyethylene glycols POLYETHYLENES Zeolites
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Data-driven optimal operation of the industrial methanol to olefin process based on relevance vector machine 被引量:2
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作者 Zhiquan Wang Liang Wang +1 位作者 Zhihong Yuan Bingzhen Chen 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2021年第6期106-115,共10页
Methanol to olefin(MTO)technology provides the opportunity to produce olefins from nonpetroleum sources such as coal,biomass and natural gas.More than 20 commercial MTO plants have been put into operation.Till now,con... Methanol to olefin(MTO)technology provides the opportunity to produce olefins from nonpetroleum sources such as coal,biomass and natural gas.More than 20 commercial MTO plants have been put into operation.Till now,contributions on optimal operation of industrial MTO plants from a process systems engineering perspective are rare.Based on relevance vector machine(RVM),a data-driven framework for optimal operation of the industrial MTO process is established to fully utilize the plentiful industrial data sets.RVM correlates the yield distribution prediction of main products and the operation conditions.These correlations then serve as the constraints for the multi-objective optimization model to pursue the optimal operation of the plant.Nondominated sorting genetic algorithmⅡis used to solve the optimization problem.Comprehensive tests demonstrate that the ethylene yield is effectively improved based on the proposed framework.Since RVM does provide the distribution prediction instead of point estimation,the established model is expected to provide guidance for actual production operations under uncertainty. 展开更多
关键词 methanol to olefins Relevance vector machine Genetic algorithm Operation optimization Systems engineering Process systems
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Study on Olefins Yield from Methanol Conversion over Different Catalysts 被引量:1
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作者 Munib Shahda 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2006年第1期49-55,共7页
Conversion of Methanol to Olefins (MTO) under different reaction conditions was ex- perimentally investigated over different catalysts, and comparison was made between the SAPO-34 and GOR-MLC catalysts. Optimization o... Conversion of Methanol to Olefins (MTO) under different reaction conditions was ex- perimentally investigated over different catalysts, and comparison was made between the SAPO-34 and GOR-MLC catalysts. Optimization of reaction conditions has been explored. Conversion of methanol to olefins over these catalysts under different reaction temperatures was experimentally studied. In a fixed bed micro-reactor, the influence of temperature was found to be one of the major factors. For both catalysts the olefins yield was increased significantly when water was added to the methanol feed. A temperature range of 460—480 ℃ appeared to be the optimum range suitable for methanol conversion with appropriate catalyst activity and C2—C3 olefins yield. Some other hydrocarbons appeared during the MTO reaction in the presence of the SAPO-34 catalyst, while a lot of dimethylether was formed when the GOR-MLC catalyst was used. In the course of the MTO reaction, the GOR-MLC catalyst was found to have a faster catalyst deactivation rate compared to the SAPO-34 catalyst. 展开更多
关键词 mto methanol olefinS SAPO-34
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Methylcyclopentenyl cation mediated reaction route in methanol-to-olefins reaction over H-RUB-50 with small cavity 被引量:1
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作者 Wenna Zhang Shutao Xu +2 位作者 Yuchun Zhi Yingxu Wei Zhongmin Liu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2020年第6期25-30,I0002,共7页
Methylcyclopentenyl cations(MCP+)have been regarded as active intermediates during methanol conversion,however,their function mode in the reaction are still uncertain.In our recent report,trimethylcyclopentenyl cation... Methylcyclopentenyl cations(MCP+)have been regarded as active intermediates during methanol conversion,however,their function mode in the reaction are still uncertain.In our recent report,trimethylcyclopentenyl cation(triMCP+)and its deprotonated counterpart(trimethylcyclopentadiene,tri MCP)were directly captured on H-RUB-50 catalyst with small cavity by the aid of in situ 13C MAS NMR spectroscopy,and their higher catalytic reactivity were clarified by 12C/13C-CH3OH isotopic switch experiment.In this contribution,an alternative route-cyclopentadienes-based cycle was applied on methanol conversion catalyzed on the H-RUB-50,in which ethene was produced with the participation of tri MCP+as critical intermediate.Then the cyclopentadienes-based cycle was predicted to be energetically favorable for ethene formation by density functional theory(DFT)calculations.The energetic comparison of paring mechanism in the aromatics-based cycle and cyclopentadienes-based cycle with the involvements of trimethylcyclopentadienyl(tri MCPdi+)and tri MCP+as the corresponding active intermediates suggests that cyclopentadienes-based cycle is a feasible route for ethene formation.Furthermore,this work highlights the importance of the steric constraint and the host-guest interaction induced by the zeolite with cavity structure in the formation of intermediates and reaction pathway. 展开更多
关键词 methanol to olefinS H-RUB-50 Methylcyclopentenyl CATION Cyclopentadienes-based cycle
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Reaction and deactivation kinetics of methanol-to-olefins process based on a special TGA reactor 被引量:4
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作者 Hao Hu Weiyong Ying Dingye Fang 《Journal of Natural Gas Chemistry》 EI CAS CSCD 2010年第4期409-416,共8页
Thermax 700 thermo gravimetric analysis (TGA) instrument is introduced for the investigation of the reaction and deactivation kinetics of Methanol-to-Olefins (MTO) process with SAPO-34 catalyst.By the use of a spe... Thermax 700 thermo gravimetric analysis (TGA) instrument is introduced for the investigation of the reaction and deactivation kinetics of Methanol-to-Olefins (MTO) process with SAPO-34 catalyst.By the use of a special sample basket,the TGA instrument can be viewed as a plug flow fixed-bed reactor,while the weight change of SAPO-34 during reaction can be recorded online.Kinetic data are acquired in the temperature range of 648.2?748.2 K and space velocities of 7.08?35.91 h^-1 (WHSV).Catalyst activity is expressed with average coke content,and selectivity for different products is related as a function of coke content and temperature.Methane is also introduced into the lumping kinetic model,and power exponent function with first-order reaction is adopted for model deduction.Exponential function is tested to give the best fit for catalyst activity and product selectivity with the highest correlation coefficient.The nicely agreed results between experimental and calculated data suggest that the overall kinetic model would be meaningful in both product distribution prediction and reactor simulation. 展开更多
关键词 methanol-to-olefins SAPO-34 kinetic model DEACTIVATION COKING
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A Probe into Process for Maximization of Low-carbon Olefins via Co-processing of Methanol and Heavy Oil 被引量:1
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作者 Song Baomei 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2013年第2期37-41,共5页
From the viewpoint of process specifics and thermodynamics, this article has put forward a route for maximiza- tion of low-carbon olefins via co-processing of methanol and heavy oil. Catalytic cracking experiments on ... From the viewpoint of process specifics and thermodynamics, this article has put forward a route for maximiza- tion of low-carbon olefins via co-processing of methanol and heavy oil. Catalytic cracking experiments on co-processing of methanol and heavy oil at different ratios in a fixed fluidized bed reactor had been conducted. Test results have revealed that when 12.5% of methanol was blended to the heavy oil a good products distribution and relatively higher yield of low-carbon olefins could be obtained. The overall yield of low-carbon olefins could reach 50.16%, with the yield of ethylene, propylene and butylene equating to 5.47 %, 28.93% and 15.76 %, respectively. 展开更多
关键词 catalytic cracking methanol CO-PROCESSING low-carbon olefin
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