CN101829558B - Catalyst for directly producing methyl methacrylate by reacting methyl propionate and formaldehyde and preparation method thereof - Google Patents
Catalyst for directly producing methyl methacrylate by reacting methyl propionate and formaldehyde and preparation method thereof Download PDFInfo
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- 239000003054 catalyst Substances 0.000 title claims abstract description 39
- VVQNEPGJFQJSBK-UHFFFAOYSA-N Methyl methacrylate Chemical compound COC(=O)C(C)=C VVQNEPGJFQJSBK-UHFFFAOYSA-N 0.000 title claims abstract description 12
- 238000002360 preparation method Methods 0.000 title claims abstract description 12
- RJUFJBKOKNCXHH-UHFFFAOYSA-N Methyl propionate Chemical compound CCC(=O)OC RJUFJBKOKNCXHH-UHFFFAOYSA-N 0.000 title claims abstract description 10
- 229940017219 methyl propionate Drugs 0.000 title claims abstract description 10
- WSFSSNUMVMOOMR-UHFFFAOYSA-N Formaldehyde Chemical compound O=C WSFSSNUMVMOOMR-UHFFFAOYSA-N 0.000 title abstract description 31
- 229910004298 SiO 2 Inorganic materials 0.000 claims abstract description 14
- 238000006243 chemical reaction Methods 0.000 claims abstract description 12
- 229910052751 metal Inorganic materials 0.000 claims abstract description 5
- 239000002184 metal Substances 0.000 claims abstract description 5
- 239000000203 mixture Substances 0.000 claims description 11
- 238000003756 stirring Methods 0.000 claims description 9
- 238000000034 method Methods 0.000 claims description 8
- 239000000243 solution Substances 0.000 claims description 8
- 239000007864 aqueous solution Substances 0.000 claims description 6
- 238000001035 drying Methods 0.000 claims description 5
- 229920000604 Polyethylene Glycol 200 Polymers 0.000 claims description 4
- NLSCHDZTHVNDCP-UHFFFAOYSA-N caesium nitrate Chemical compound [Cs+].[O-][N+]([O-])=O NLSCHDZTHVNDCP-UHFFFAOYSA-N 0.000 claims description 4
- OERNJTNJEZOPIA-UHFFFAOYSA-N zirconium nitrate Chemical compound [Zr+4].[O-][N+]([O-])=O.[O-][N+]([O-])=O.[O-][N+]([O-])=O.[O-][N+]([O-])=O OERNJTNJEZOPIA-UHFFFAOYSA-N 0.000 claims description 4
- FJDQFPXHSGXQBY-UHFFFAOYSA-L caesium carbonate Chemical compound [Cs+].[Cs+].[O-]C([O-])=O FJDQFPXHSGXQBY-UHFFFAOYSA-L 0.000 claims description 3
- 229910000024 caesium carbonate Inorganic materials 0.000 claims description 3
- HSJPMRKMPBAUAU-UHFFFAOYSA-N cerium(3+);trinitrate Chemical compound [Ce+3].[O-][N+]([O-])=O.[O-][N+]([O-])=O.[O-][N+]([O-])=O HSJPMRKMPBAUAU-UHFFFAOYSA-N 0.000 claims description 3
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 3
- 229910052726 zirconium Inorganic materials 0.000 claims description 3
- 229910052684 Cerium Inorganic materials 0.000 claims description 2
- 229920002565 Polyethylene Glycol 400 Polymers 0.000 claims description 2
- 229920002582 Polyethylene Glycol 600 Polymers 0.000 claims description 2
- QCWXUUIWCKQGHC-UHFFFAOYSA-N Zirconium Chemical compound [Zr] QCWXUUIWCKQGHC-UHFFFAOYSA-N 0.000 claims description 2
- GWXLDORMOJMVQZ-UHFFFAOYSA-N cerium Chemical compound [Ce] GWXLDORMOJMVQZ-UHFFFAOYSA-N 0.000 claims description 2
- 150000002500 ions Chemical class 0.000 claims description 2
- 239000007788 liquid Substances 0.000 claims description 2
- JLFNLZLINWHATN-UHFFFAOYSA-N pentaethylene glycol Chemical compound OCCOCCOCCOCCOCCO JLFNLZLINWHATN-UHFFFAOYSA-N 0.000 claims description 2
- 229920000136 polysorbate Polymers 0.000 claims description 2
- 239000007787 solid Substances 0.000 claims description 2
- 239000004094 surface-active agent Substances 0.000 claims description 2
- 238000005303 weighing Methods 0.000 claims 3
- 206010013786 Dry skin Diseases 0.000 claims 2
- NCMHKCKGHRPLCM-UHFFFAOYSA-N caesium(1+) Chemical compound [Cs+] NCMHKCKGHRPLCM-UHFFFAOYSA-N 0.000 claims 1
- 238000007598 dipping method Methods 0.000 claims 1
- 239000006185 dispersion Substances 0.000 abstract description 11
- 230000003197 catalytic effect Effects 0.000 abstract description 7
- 239000013543 active substance Substances 0.000 abstract 1
- OKKJLVBELUTLKV-UHFFFAOYSA-N Methanol Chemical compound OC OKKJLVBELUTLKV-UHFFFAOYSA-N 0.000 description 12
- VYPSYNLAJGMNEJ-UHFFFAOYSA-N Silicium dioxide Chemical compound O=[Si]=O VYPSYNLAJGMNEJ-UHFFFAOYSA-N 0.000 description 8
- 238000005470 impregnation Methods 0.000 description 7
- 229910052681 coesite Inorganic materials 0.000 description 4
- 229910052906 cristobalite Inorganic materials 0.000 description 4
- 239000000377 silicon dioxide Substances 0.000 description 4
- 235000012239 silicon dioxide Nutrition 0.000 description 4
- 229910052682 stishovite Inorganic materials 0.000 description 4
- 229910052905 tridymite Inorganic materials 0.000 description 4
- -1 papermaking Substances 0.000 description 3
- 229910052792 caesium Inorganic materials 0.000 description 2
- 239000008367 deionised water Substances 0.000 description 2
- 229910021641 deionized water Inorganic materials 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 229910052749 magnesium Inorganic materials 0.000 description 2
- 239000002736 nonionic surfactant Substances 0.000 description 2
- 229920003229 poly(methyl methacrylate) Polymers 0.000 description 2
- 239000004926 polymethyl methacrylate Substances 0.000 description 2
- 239000004925 Acrylic resin Substances 0.000 description 1
- 229920000178 Acrylic resin Polymers 0.000 description 1
- 229910018072 Al 2 O 3 Inorganic materials 0.000 description 1
- OKTJSMMVPCPJKN-UHFFFAOYSA-N Carbon Chemical compound [C] OKTJSMMVPCPJKN-UHFFFAOYSA-N 0.000 description 1
- 229910002492 Ce(NO3)3·6H2O Inorganic materials 0.000 description 1
- LFQSCWFLJHTTHZ-UHFFFAOYSA-N Ethanol Chemical compound CCO LFQSCWFLJHTTHZ-UHFFFAOYSA-N 0.000 description 1
- 229920005479 Lucite® Polymers 0.000 description 1
- 229910021536 Zeolite Inorganic materials 0.000 description 1
- 229920006397 acrylic thermoplastic Polymers 0.000 description 1
- 239000000654 additive Substances 0.000 description 1
- 239000000853 adhesive Substances 0.000 description 1
- 230000001070 adhesive effect Effects 0.000 description 1
- 229910052783 alkali metal Inorganic materials 0.000 description 1
- 150000001340 alkali metals Chemical class 0.000 description 1
- 229910052784 alkaline earth metal Inorganic materials 0.000 description 1
- 150000001342 alkaline earth metals Chemical class 0.000 description 1
- 229910052788 barium Inorganic materials 0.000 description 1
- 229910052796 boron Inorganic materials 0.000 description 1
- 229910052791 calcium Inorganic materials 0.000 description 1
- 229910052799 carbon Inorganic materials 0.000 description 1
- 238000006555 catalytic reaction Methods 0.000 description 1
- 239000013064 chemical raw material Substances 0.000 description 1
- 239000003426 co-catalyst Substances 0.000 description 1
- 238000000576 coating method Methods 0.000 description 1
- 239000012895 dilution Substances 0.000 description 1
- 238000010790 dilution Methods 0.000 description 1
- HNPSIPDUKPIQMN-UHFFFAOYSA-N dioxosilane;oxo(oxoalumanyloxy)alumane Chemical compound O=[Si]=O.O=[Al]O[Al]=O HNPSIPDUKPIQMN-UHFFFAOYSA-N 0.000 description 1
- 150000002148 esters Chemical class 0.000 description 1
- 238000011156 evaluation Methods 0.000 description 1
- 229920001002 functional polymer Polymers 0.000 description 1
- 239000010985 leather Substances 0.000 description 1
- 238000011068 loading method Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- WSFSSNUMVMOOMR-NJFSPNSNSA-N methanone Chemical compound O=[14CH2] WSFSSNUMVMOOMR-NJFSPNSNSA-N 0.000 description 1
- 239000011259 mixed solution Substances 0.000 description 1
- 239000000178 monomer Substances 0.000 description 1
- 238000011056 performance test Methods 0.000 description 1
- 229920003217 poly(methylsilsesquioxane) Polymers 0.000 description 1
- 239000002861 polymer material Substances 0.000 description 1
- 229910052700 potassium Inorganic materials 0.000 description 1
- 239000000376 reactant Substances 0.000 description 1
- 229910052701 rubidium Inorganic materials 0.000 description 1
- 239000012266 salt solution Substances 0.000 description 1
- 229910052708 sodium Inorganic materials 0.000 description 1
- ISXSCDLOGDJUNJ-UHFFFAOYSA-N tert-butyl prop-2-enoate Chemical compound CC(C)(C)OC(=O)C=C ISXSCDLOGDJUNJ-UHFFFAOYSA-N 0.000 description 1
- 239000004753 textile Substances 0.000 description 1
- 238000009827 uniform distribution Methods 0.000 description 1
- 239000010457 zeolite Substances 0.000 description 1
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- Low-Molecular Organic Synthesis Reactions Using Catalysts (AREA)
Abstract
本发明的目的是提供一种由丙酸甲酯与甲醛反应直接制取甲基丙烯酸甲酯的催化剂及其制备方法。其特征在于催化剂的负载金属与载体的质量比例为:Cs∶Zr∶Ce∶SiO2=1~10∶0.005~0.5∶0.001~0.1∶100,在浸渍法制备过程中加入水溶性非离子型表面活性剂作为活性组分在载体表面的分散促进剂,通过改变分散促进剂的浓度或者种类来提高活性组分Cs在载体表面的分散度,从而提高催化剂的催化性能。The purpose of this invention is to provide a kind of catalyst and preparation method thereof that directly produce methyl methacrylate by the reaction of methyl propionate and formaldehyde. It is characterized in that the mass ratio of the supported metal of the catalyst to the carrier is: Cs:Zr:Ce:SiO 2 =1~10:0.005~0.5:0.001~0.1:100, and the water-soluble non-ionic surface The active agent is used as a dispersion accelerator of the active component on the surface of the carrier, and the dispersion degree of the active component Cs on the surface of the carrier can be improved by changing the concentration or type of the dispersion accelerator, thereby improving the catalytic performance of the catalyst.
Description
技术领域:Technical field:
本发明属于催化技术领域,具体涉及一种由丙酸甲酯与甲醛反应直接制取甲基丙烯酸甲酯的催化剂及其制备方法。The invention belongs to the technical field of catalysis, and in particular relates to a catalyst for directly preparing methyl methacrylate by reacting methyl propionate and formaldehyde and a preparation method thereof.
背景技术:Background technique:
甲基丙烯酸甲酯(MMA)是一种重要的有机化工原料,是生产聚甲基丙烯酸甲酯(有机玻璃)和丙烯酸树脂材料的单体,还广泛应用于涂料、纺织、造纸、皮革、胶黏剂和医药功能高分子材料等不同领域。Methyl methacrylate (MMA) is an important organic chemical raw material. It is a monomer for the production of polymethyl methacrylate (organic glass) and acrylic resin materials. It is also widely used in coatings, textiles, papermaking, leather, rubber, etc. Different fields such as adhesives and medical functional polymer materials.
在金属催化剂存在下,丙酸甲酯与甲醛反应生成甲基丙烯酸甲酯的反应已有多项专利涉及,如Lucite及Ineos Acrylics UK Ltd公开的以Cs为主活性组分,添加B、Mg、Al、Zr、Ha、Ti、Fe等助剂的SiO2负载催化剂,见US6476255,US6544924,US7053147,EP1243330A1,CN99805643等专利。Mamoru Ai研究了不同碱金属(Na、K、Rb、Cs)和碱土金属(Mg、Ca、Ba)负载于不同类型载体(SiO2、SiO2-Al2O3、Zeolite 13X、SiC、Active carbon、Ca(OH)2)上所得催化剂的催化性能,考察了不同的催化剂组成对丙酸甲酯与甲醛反应生成甲基丙烯酸甲酯反应的影响。结果表明,以SiO2为载体负载活性组分时,催化剂的催化效果最好。In the presence of a metal catalyst, the reaction of methyl propionate and formaldehyde to generate methyl methacrylate has been involved in a number of patents, such as Lucite and Ineos Acrylics UK Ltd, which use Cs as the main active component and add B, Mg, SiO 2 supported catalysts with additives such as Al, Zr, Ha, Ti, Fe, etc., see US6476255, US6544924, US7053147, EP1243330A1, CN99805643 and other patents. Mamoru Ai studied the loading of different alkali metals (Na, K, Rb, Cs) and alkaline earth metals (Mg, Ca, Ba) on different types of supports (SiO 2 , SiO 2 -Al 2 O 3 , Zeolite 13X, SiC, Active carbon , Ca(OH) 2 ), the catalytic properties of the catalysts were investigated, and the influence of different catalyst compositions on the reaction of methyl propionate and formaldehyde to form methyl methacrylate was investigated. The results show that the catalytic effect of the catalyst is the best when SiO2 is used as the carrier to load the active components.
以上报道的催化剂都主要采用浸渍法制备。作为工业中广泛采用的一种催化剂制备方法,浸渍法是将活性组分(含助催化剂)通过盐溶液形态渗透到多孔载体内表面,充分浸渍后,去除剩余液体,再进行干燥、焙烧等处理工序,得到负载型催化剂。浸渍法制备催化剂的优势在于活性组分仅分布在载体表面上,用量少,利用率高,成本低。对于由丙酸甲酯与甲醛反应直接制取甲基丙烯酸甲酯的Cs负载型催化剂,碱性中心是催化剂的主要活性中心,碱性中心均匀分布才能表现出最佳的催化性能,这就要求在浸渍制备过程中,活性组分在载体表面达到均匀的沉积,进而得到高度分散的负载型催化剂。The catalysts reported above are mainly prepared by the impregnation method. As a catalyst preparation method widely used in the industry, the impregnation method is to infiltrate the active component (including the co-catalyst) into the inner surface of the porous carrier in the form of a salt solution. After fully impregnated, remove the remaining liquid, and then perform drying and roasting process to obtain a supported catalyst. The advantage of the impregnation method to prepare the catalyst is that the active components are only distributed on the surface of the carrier, the dosage is small, the utilization rate is high, and the cost is low. For the Cs-supported catalyst that directly produces methyl methacrylate by the reaction of methyl propionate and formaldehyde, the basic center is the main active center of the catalyst, and the uniform distribution of the basic center can show the best catalytic performance, which requires During the impregnation preparation process, the active components are uniformly deposited on the surface of the carrier, thereby obtaining a highly dispersed supported catalyst.
发明内容 Contents of the invention
本发明的目的是提供一种由丙酸甲酯与甲醛反应直接制取甲基丙烯酸甲酯的催化剂及其制备方法。其特征在于催化剂的负载金属与载体的质量比例为:Cs∶Zr∶Ce∶SiO2=1~10∶0.005~0.5∶0.001~0.1∶100,在浸渍法制备过程中加入一定量水溶性非离子型表面活性剂作为活性组分在载体表面的分散促进剂,通过改变分散促进剂的浓度或者种类来提高活性组分Cs在载体表面的分散度,从而提高催化剂的催化性能。The purpose of this invention is to provide a kind of catalyst and preparation method thereof that directly produce methyl methacrylate by the reaction of methyl propionate and formaldehyde. It is characterized in that the mass ratio of the supported metal of the catalyst to the carrier is: Cs:Zr:Ce:SiO 2 =1-10:0.005-0.5:0.001-0.1:100, and a certain amount of water-soluble non-ionic The type surfactant is used as a dispersion accelerator of the active component on the surface of the carrier, and the dispersion degree of the active component Cs on the surface of the carrier can be improved by changing the concentration or type of the dispersion accelerator, thereby improving the catalytic performance of the catalyst.
本发明的催化剂制备方法具体包括如下步骤∶Catalyst preparation method of the present invention specifically comprises the steps:
(1)按质量比Zr∶Ce=0.005~0.5∶0.001~0.1称取硝酸锆和硝酸铈,配制成锆、铈总离子摩尔浓度为0.001mol/L~0.1mol/L的水溶液;(1) take zirconium nitrate and cerium nitrate by mass ratio Zr: Ce=0.005~0.5: 0.001~0.1, be mixed with the aqueous solution that zirconium, cerium total ion molar concentration are 0.001mol/L~0.1mol/L;
(2)在连续搅拌和30~80℃下,按质量比Zr∶SiO2=0.005~0.5∶100称取SiO2,与(1)所制备溶液混合,浸渍5~24h后,100~150℃干燥,不焙烧或于400~500℃焙烧1~6h;(2) Under continuous stirring and at 30-80°C, weigh SiO 2 according to the mass ratio Zr:SiO 2 =0.005-0.5:100, mix it with the solution prepared in (1), and soak it for 5-24 hours at 100-150°C Drying without roasting or roasting at 400-500°C for 1-6 hours;
(3)按质量比Cs∶SiO2=1~10∶100称取碳酸铯或硝酸铯,配制成铯离子摩尔浓度为0.05mol/L~5mol/L的水溶液;(3) Weigh cesium carbonate or cesium nitrate by mass ratio Cs:SiO 2 =1~10:100, and prepare an aqueous solution whose molar concentration of cesium ions is 0.05mol/L~5mol/L;
(4)按照溶液质量分数的0.02%~2%,在(3)所制备溶液中加入分散促进剂,搅拌均匀,充分混合;(4) According to 0.02% to 2% of the mass fraction of the solution, add a dispersion accelerator to the solution prepared in (3), stir evenly, and mix thoroughly;
(5)在连续搅拌和30~80℃下将(4)所制备溶液与(2)所制备固体混合,浸渍5~24h后,100~150℃干燥,于400~500℃焙烧2~6h,即得催化剂。(5) Mix the solution prepared in (4) with the solid prepared in (2) under continuous stirring at 30-80°C, impregnate for 5-24 hours, dry at 100-150°C, and roast at 400-500°C for 2-6 hours, That is the catalyst.
本发明所选用的分散促进剂为水溶性的非离子型表面活性剂Tween、OP、PEG200、PEG400、PEG600中的一种或多种。The dispersion accelerator selected in the present invention is one or more of water-soluble nonionic surfactants Tween, OP, PEG200, PEG400, and PEG600.
使用本发明所制备的催化剂可以催化丙酸甲酯与甲醛反应直接制取甲基丙烯酸甲酯,反应式如下:Using the catalyst prepared by the present invention can catalyze the reaction of methyl propionate and formaldehyde to directly produce methyl methacrylate, and the reaction formula is as follows:
CH3CH2COOCH3+HCHO→CH2=C(CH3)COOCH3+H2OCH 3 CH 2 COOCH 3 +HCHO→CH 2 =C(CH 3 )COOCH 3 +H 2 O
反应一般在升温条件下,通常在250-400℃的范围内进行。为了使反应生成更多的酯,反应一般在相关醇,如甲醇存在的条件下进行。The reaction is generally carried out at elevated temperature, usually in the range of 250-400°C. In order for the reaction to form more esters, the reaction is generally carried out in the presence of the relevant alcohol, such as methanol.
本发明与现有技术相比具有以下优点:催化剂在浸渍制备的过程中加入了非离子型表面活性剂作为分散促进剂,分散促进剂的加入对活性金属Cs在载体上的浸渍过程起到了一定的引导作用,可以优化活性组分在载体上的分散性,进而提高催化剂的催化性能。Compared with the prior art, the present invention has the following advantages: a non-ionic surfactant is added as a dispersion accelerator during the impregnation preparation process of the catalyst, and the addition of the dispersion accelerator plays a certain role in the impregnation process of the active metal Cs on the carrier. The guiding effect of the catalyst can optimize the dispersion of the active components on the carrier, thereby improving the catalytic performance of the catalyst.
具体实施方式 Detailed ways
本发明通过以下实施例说明,但本发明并不限于下属实施例,在不脱离前后所述宗旨的范围下,变化实施例都包含在本发明的技术范围内。The present invention is illustrated by the following examples, but the present invention is not limited to the following examples. Without departing from the purpose described before and after, all variant embodiments are included in the technical scope of the present invention.
实施例1Example 1
(1)将0.015g的Zr(NO3)4·5H2O和0.004g的Ce(NO3)3·6H2O,溶于20.0ml去离子水中;(1) Dissolve 0.015g of Zr(NO 3 ) 4 ·5H 2 O and 0.004g of Ce(NO 3 ) 3 ·6H 2 O in 20.0ml of deionized water;
(2)称取20.0g SiO2载体,在连续搅拌和40℃下,将(1)中溶液与SiO2载体混合,浸渍8h后,110℃干燥2h,450℃焙烧3h,得Zr-Ce/SiO2;(2) Weigh 20.0g of SiO 2 carrier, mix the solution in (1) with SiO 2 carrier under continuous stirring at 40°C, soak for 8h, dry at 110°C for 2h, and roast at 450°C for 3h to obtain Zr-Ce/ SiO2 ;
(3)称取0.982g Cs2CO3溶于20ml去离子水中;称取0.051g的PEG200,加入到上述碳酸铯水溶液中,搅拌均匀,充分混合;(3) Weigh 0.982g Cs 2 CO 3 and dissolve it in 20ml deionized water; weigh 0.051g PEG200, add it to the above cesium carbonate aqueous solution, stir evenly, and mix thoroughly;
(4)在连续搅拌和40℃下,将(3)中得到的混合溶液与(2)中所得Zr-Ce/SiO2混合,浸渍8h后,110℃干燥2h,450℃焙烧3h,得Cs-Zr-Ce/SiO2催化剂。(4) Mix the mixed solution obtained in (3) with the Zr-Ce/ SiO2 obtained in (2) under continuous stirring at 40°C, after impregnation for 8h, dry at 110°C for 2h, and calcined at 450°C for 3h to obtain Cs - Zr-Ce/ SiO2 catalyst.
实施例2Example 2
催化剂组成按照实施例1,在步骤(3)中,PEG200的质量分别为0.102g。Catalyst composition according to Example 1, in step (3), the quality of PEG200 is 0.102g respectively.
实施例3Example 3
催化剂制备按照实施例1,在步骤(3)中以1.175g CsNO3代替Cs2CO3。Catalyst preparation According to Example 1, 1.175 g of CsNO 3 was used to replace Cs 2 CO 3 in step (3).
实施例4Example 4
催化剂制备按照实施例2,在步骤(3)中以1.175g CsNO3代替Cs2CO3。Catalyst preparation According to Example 2, 1.175 g of CsNO 3 was used to replace Cs 2 CO 3 in step (3).
催化剂的催化性能测试在固定床微反装置上进行,甲醛使用甲醛水溶液,进料量摩尔比丙酸甲酯∶甲醛∶甲醇=1∶0.2∶1.3,以流量35ml/min N2为稀释气体,将催化剂在300℃下干燥30min后,将反应物的混合物与N2通过催化剂。进料稳定后,将反应器温度升高到350℃,通过GC在线分析催化剂活性和选择性。The catalytic performance test of the catalyst is carried out on a fixed-bed micro-reaction device, and formaldehyde uses formaldehyde aqueous solution, the feed amount molar ratio methyl propionate: formaldehyde: methyl alcohol=1: 0.2: methanol=1: 0.2: methanol=1: 0.2: 1.3, with flow 35ml/min N 2 is dilution gas, After drying the catalyst at 300 °C for 30 min, the mixture of reactants was passed over the catalyst with N2 . After the feed stabilized, the reactor temperature was raised to 350 °C, and the catalyst activity and selectivity were analyzed online by GC.
表1催化剂评价结果Table 1 Catalyst evaluation results
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