CN114843534A - Method for efficiently designing potential ORR and NRR catalysts based on air as reaction gas source - Google Patents

Method for efficiently designing potential ORR and NRR catalysts based on air as reaction gas source Download PDF

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CN114843534A
CN114843534A CN202210584678.3A CN202210584678A CN114843534A CN 114843534 A CN114843534 A CN 114843534A CN 202210584678 A CN202210584678 A CN 202210584678A CN 114843534 A CN114843534 A CN 114843534A
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刘超
金璐雅
陈明伟
王道淼
漆小鹏
刘美玲
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Meizhou Qizhida Information Technology Co ltd
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    • HELECTRICITY
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Abstract

The invention provides a method for efficiently designing potential ORR and NRR catalysts based on air as a reaction air source, which is characterized in that a single-atom catalyst model is constructed based on different N-C coordination environments and different active site Tm atoms, and a potential ORR or NRR catalyst which is suitable for air as a reaction air source is rapidly positioned by carrying out layer-by-layer progressive screening of stability analysis, competitive adsorption of air main components and desorption of substances based on a first principle density functional theory. The invention can quickly realize the ORR and NRR catalyst design by taking the air source as the reaction gas source, and improves the catalyst design efficiency and the air source adaptability. The large-scale use of the related catalyst can promote the popularization of new energy, reduce environmental pollution and protect ecological environment.

Description

高效设计基于空气为反应气源的潜在ORR和NRR催化剂的方法A method for efficient design of potential ORR and NRR catalysts based on air as the reactive gas source

技术领域technical field

本发明提供一种高效设计基于空气为反应气源的潜在ORR和NRR催化剂的方法,属于空气净化催化剂技术领域。The invention provides a method for efficiently designing potential ORR and NRR catalysts based on air as a reaction gas source, belonging to the technical field of air purification catalysts.

背景技术Background technique

能源危机和环境污染是严重的全球性问题,在电催化材料科学领域研究中,迫切需要发现高效和强大的电化学能量转换和存储系统/设备,以实现可持续的未来。氧还原反应(ORR)和氮还原反应(NRR)在氧电催化技术中有着举足轻重的作用。Energy crisis and environmental pollution are serious global problems, and in the field of electrocatalytic materials science research, there is an urgent need to discover efficient and robust electrochemical energy conversion and storage systems/devices for a sustainable future. Oxygen reduction reaction (ORR) and nitrogen reduction reaction (NRR) play a pivotal role in oxygen electrocatalysis.

ORR背景意义:质子膜燃料电池与石油燃烧相比具有高效率和低排放的优点,但是燃料电池商业化的主要障碍是燃料电池阴极ORR的缓慢动力学,这可能导致质子膜燃料电池效率降低30%,所以为了解决质子膜燃料电池的这一个问题,需要选择合适催化剂用于燃料电池中,提高它的效率,从而可以广泛的应用于社会生活中。提高社会经济效益的同时,还可以保护生态环境。贵金属铂通常用作ORR催化剂。如果稀有昂贵的贵金属基电的催化剂无法被其他低成本、无贵金属但高效耐用的电极所取代,这些可再生能源装置的大规模实际应用将受到极大阻碍。探索廉价、高效、稳定的双功能非稀有金属(NPM)替代品在今天具有特别重要的意义。ORR Background Implications: Proton membrane fuel cells have the advantages of high efficiency and low emissions compared to petroleum combustion, but the main obstacle to commercialization of fuel cells is the slow kinetics of ORR at the fuel cell cathode, which may lead to reduced PMT efficiency30 %, so in order to solve this problem of the proton membrane fuel cell, it is necessary to select a suitable catalyst for use in the fuel cell to improve its efficiency, so that it can be widely used in social life. While improving social and economic benefits, it can also protect the ecological environment. The precious metal platinum is commonly used as an ORR catalyst. If the rare and expensive noble metal-based electrocatalysts cannot be replaced by other low-cost, noble metal-free but highly efficient and durable electrodes, the large-scale practical application of these renewable energy devices will be greatly hindered. The exploration of cheap, efficient, and stable bifunctional non-precious metal (NPM) alternatives is of particular importance today.

NRR背景意义:氨是世界上产量最大的化工产品之一,在全球经济中占有重要地位。目前,全球氨产量主要来源于传统的哈伯合成氨工艺:即在高温、高压条件下利用铁基催化剂将高纯度的氮气和氢气转化为氨气。由于氮气中N≡N键具有较强的键能(945kJmol-1),该工艺须在高温(300-500℃)、高压(150-300atm)下才能实现氮气的活化,产生的能耗和CO2排放量分别占全球总量的1-3%和1.6-3%。哈伯法合成氨工艺能耗高,污染严重。因此,寻找一种绿色环保、低能耗的合成氨方法对国民经济的可持续性发展具有重要意义。电化学合成氨的方法可以使热力学非自发的合成氨反应在电能的推动下不受或少受热力学平衡限制,实现氨的常温常压合成,因而成为备受关注的研究领域。NRR Background Implications: Ammonia is one of the world's most produced chemical products and plays an important role in the global economy. At present, global ammonia production mainly comes from the traditional Haber ammonia synthesis process: that is, using iron-based catalysts to convert high-purity nitrogen and hydrogen into ammonia under high temperature and high pressure conditions. Since the N≡N bond in nitrogen has strong bond energy (945kJmol -1 ), the process must be activated at high temperature (300-500℃) and high pressure (150-300atm), resulting in energy consumption and CO 2 Emissions account for 1-3% and 1.6-3% of the global total, respectively. The Haber process for ammonia synthesis has high energy consumption and serious pollution. Therefore, it is of great significance for the sustainable development of the national economy to find a green, environmentally friendly and low-energy-consumption ammonia synthesis method. The electrochemical ammonia synthesis method can make the thermodynamic non-spontaneous ammonia synthesis reaction not limited by the thermodynamic equilibrium under the promotion of electric energy, and realize the synthesis of ammonia at room temperature and pressure, so it has become a research field that has attracted much attention.

比如,合成单原子催化剂:2-甲基咪唑2-MeIm与硝酸锌Zn(NO3)2按物质量1:2混溶于适量甲醇CH3OH溶剂中,制备ZIF8溶液。然后加入与硝酸锌等物质量的过渡金属—乙酰丙酮化合物Tm-(acac)X,搅拌0.5小时,再转移到一个聚四氟乙烯水热合成反应釜加热至120℃并保温4小时。通过离心机高速离心获得沉淀后经甲醇CH3OH清洗,然后在60℃恒温真空干燥12小时获得封装Tm-(acac)X的前驱体Tm@ZIF8。将已制备好的前驱体Tm@ZIF8放入管式炉中,在流动N2条件下,以5℃/min的升温速度升温至920℃(略高于Zn沸点907℃,蒸发Zn同时留下高沸点的过渡金属Tm)并保温2小时,随炉退火至室温。然后在室温下用适量H2SO4酸洗处理粉体2小时,去除潜在的大粒径金属物质,最后用超纯水离心洗涤,在60℃恒温真空干燥24小时得到过渡金属掺杂多孔碳基单原子催化剂。For example, to synthesize a single-atom catalyst: 2-methylimidazole 2-MeIm and zinc nitrate Zn(NO 3 ) 2 are mixed in an appropriate amount of methanol CH 3 OH solvent at a mass of 1:2 to prepare a ZIF8 solution. Then add transition metal-acetylacetonate Tm-(acac) X with zinc nitrate and other substances, stir for 0.5 hours, then transfer to a polytetrafluoroethylene hydrothermal synthesis reactor, heat to 120°C and keep for 4 hours. The precipitate was obtained by high-speed centrifugation in a centrifuge, washed with methanol CH 3 OH, and then vacuum-dried at a constant temperature of 60 °C for 12 hours to obtain the precursor Tm@ZIF8 encapsulating Tm-(acac) X. The prepared precursor Tm@ZIF8 was put into a tube furnace and heated to 920 °C (slightly higher than the boiling point of Zn at 907 °C) at a heating rate of 5 °C/min under flowing N conditions, evaporating Zn while leaving High boiling point transition metal Tm) and kept for 2 hours, annealed to room temperature with the furnace. Then, the powder was acid-washed with an appropriate amount of H 2 SO 4 at room temperature for 2 hours to remove potential large-sized metal substances. Finally, it was washed with ultrapure water by centrifugation, and was vacuum-dried at a constant temperature of 60 °C for 24 hours to obtain the transition metal-doped porous carbon. based single-atom catalysts.

表征物相信息:采用氮气吸附仪测定BET比表面积和孔径分布。通过X射线衍射仪对合成的催化剂样品进行结构和物相测定。依托透射电子显微镜TEM和扫描电子显微镜SEM观测其微观结构和形貌;经X射线能谱分析仪EDS检测不同元素在合成催化剂中的含量和分布;再采用电感耦合等离子体质谱仪ICP-MS精确测定了过渡金属的元素含量。通过相关测试分析获取催化剂微观层面的整体物相信息。同时通过高角度环形暗场扫描电子显微镜HAADF-STEM和选区电子衍射SAED可进一步得到合成催化剂活性中心构型的相关信息;通过XPS光谱仪系统进行X射线光电子能谱研究测试催化剂样品中活性中心构型元素及其化合价态;基于X射线吸收近边光谱XANES和扩展X射线吸收精细结构EXAFS等表征活性中心构型的配位关系。综合上述测试表征全面提供Tm活性位点和N-C配位环境的具体信息。Characterization phase information: BET specific surface area and pore size distribution were determined by nitrogen adsorption instrument. The structure and phase of the synthesized catalyst samples were determined by X-ray diffractometer. The microstructure and morphology were observed by transmission electron microscope TEM and scanning electron microscope SEM; the content and distribution of different elements in the synthesis catalyst were detected by X-ray energy dispersive analyzer EDS; and the inductively coupled plasma mass spectrometer ICP-MS was used to accurately The elemental content of transition metals was determined. The overall phase information of the catalyst at the microscopic level is obtained through relevant test analysis. At the same time, the relevant information of the active center configuration of the synthesized catalyst can be further obtained by high-angle annular dark-field scanning electron microscope HAADF-STEM and selected area electron diffraction SAED; X-ray photoelectron spectroscopy was used to study the active center configuration of the catalyst samples by XPS spectrometer system. Elements and their valence states; based on X-ray absorption near-edge spectroscopy XANES and extended X-ray absorption fine structure EXAFS to characterize the coordination relationship of the active center configuration. The above-mentioned test characterization comprehensively provides specific information on the Tm active site and the N-C coordination environment.

电化学测试:5毫克的催化剂样品分散在480μL乙醇的混合物,480μLH2O和40μL5%全氟磺酸乙醇溶液由声波降解法降解0.5小时。然后,催化剂汁滴在一个直径d=5mm的抛光玻璃碳旋转圆盘电极RDE或旋转圆盘圆环电极RRDE,在室温下干燥。催化剂负载量为~0.5mg/cm2Electrochemical test: 5 mg of catalyst sample dispersed in a mixture of 480 μL of ethanol, 480 μL of H 2 O and 40 μL of 5% perfluorosulfonic acid in ethanol was degraded by sonication for 0.5 h. Then, the catalyst juice was dropped on a polished glassy carbon rotating disk electrode RDE or rotating disk ring electrode RRDE with a diameter of d=5 mm and dried at room temperature. The catalyst loading was -0.5 mg/cm 2 .

ORR:采用三电极系统在室温下进行测试,酸性环境:电解液分别为0.1M HClO4的饱和N2/O2水溶液,参比电极为饱和甘汞电极SCE,对电极为碳电极。所有测得的电势转换为可逆氢电极电势RHE。首先进行循环伏安法CV扫描,计算双电层电容Cdl和电化学比表面积ECSA;随后开展线性扫描伏安法LSV扫描,获得ORR起始电位Eonset、半波电位E1/2和极限扩散电流密度DLCD,进而得出电催化ORR过电位η,通过LSV曲线的拟合获得Tafel斜率、确定反应限速步RDS,并基于电化学阻抗谱EIS测试获得Nyquist图,获得电荷转移电阻Rct;最后通过测试中性磷酸盐缓冲盐水PBS中的CV曲线,探究催化剂的转换频率TOF。通过循环耐久测试和恒电位耐久测试分析催化剂的稳定耐久性。ORR过程中的电子转移数n由Koutecky-Levich(K-L)曲线的斜率计算,基于电子转移数n计算副反应H2O2的产率。ORR: A three-electrode system was used for the test at room temperature, in an acidic environment: the electrolyte was a saturated N2 / O2 aqueous solution of 0.1 M HClO4 , respectively, the reference electrode was a saturated calomel electrode SCE, and the counter electrode was a carbon electrode. All measured potentials were converted to the reversible hydrogen electrode potential RHE. First, perform CV scan by cyclic voltammetry to calculate electric double layer capacitance C dl and electrochemical specific surface area ECSA; then perform linear scan voltammetry LSV scan to obtain ORR onset potential E onset , half-wave potential E 1/2 and limit Diffusion current density DLCD, and then the electrocatalytic ORR overpotential η was obtained, the Tafel slope was obtained by fitting the LSV curve, the reaction rate-limiting step RDS was determined, and the Nyquist diagram was obtained based on the electrochemical impedance spectroscopy EIS test, and the charge transfer resistance Rct was obtained; Finally, by testing the CV curve in neutral phosphate buffered saline (PBS), the TOF of the switching frequency of the catalyst was explored. The stable durability of the catalyst was analyzed by cycle durability test and potentiostatic durability test. The electron transfer number n during ORR was calculated from the slope of the Koutecky - Levich (KL) curve, and the yield of the side reaction H2O2 was calculated based on the electron transfer number n.

NRR:以Nafion 117为阴离子交换膜,在上海辰华的CHI660电化学工作站的典型H型电池上对各种催化剂的NRR电化学性能进行了研究。采用三电极系统在室温下进行了电化学测量,其中氨用比色法测定、氢用气相色谱仪(GC Agilent 7890B)检测、副产物肼用Watt法和Chrisp法表征。获取NRR过程法拉第效率FE、氨产率等催化性能参数。NRR: Using Nafion 117 as the anion exchange membrane, the NRR electrochemical performance of various catalysts was investigated on a typical H-type cell of the CHI660 electrochemical workstation in Shanghai Chenhua. Electrochemical measurements were performed at room temperature using a three-electrode system, in which ammonia was measured by colorimetry, hydrogen was detected by gas chromatography (GC Agilent 7890B), and by-product hydrazine was characterized by Watt and Chrisp methods. Obtain the catalytic performance parameters such as Faradaic efficiency FE and ammonia yield in NRR process.

上述方法不能直接利用空气,需要纯净的氧气和氮气分别来研究参与反应。纯净的氧气和氮气需以空气为原料进行工业分离(将空气高压、低温使液化,氮气沸点为-195.8℃,氧气沸点为-183℃,需要把温度控制在大于-195.8℃小于-183℃就可以气、液分离)。分离过程耗能高,纯净气体需通过高压气瓶存储与运输,过程复杂、周期较长、成本高昂,且存在一定的安全性。此外以纯净气体为气源,相关设备需有对接高压气瓶装置,导致设备构造复杂。The above method cannot directly utilize air, and requires pure oxygen and nitrogen to study and participate in the reaction respectively. Pure oxygen and nitrogen need to be industrially separated by using air as raw material (the air is liquefied at high pressure and low temperature, the boiling point of nitrogen is -195.8°C, and the boiling point of oxygen is -183°C. Gas and liquid can be separated). The separation process consumes high energy, and the pure gas needs to be stored and transported through high-pressure gas cylinders. The process is complicated, the cycle is long, the cost is high, and there is a certain safety. In addition, with pure gas as the gas source, the related equipment needs to be connected to the high-pressure gas cylinder device, which leads to the complex structure of the equipment.

基于实验合成催化剂、分析表征物相信息、电化学测试催化性能的催化剂研发流程面临研发周期长、人力物力消耗大、造成三废多且处理费时费力等挑战,此外催化剂对其他气体的敏感性未知、催化机理不明等不足很容易造成盲目制备的催化剂无法真正实用化。The catalyst research and development process based on experimental synthesis of catalysts, analysis and characterization of phase information, and electrochemical testing of catalytic performance faces challenges such as long research and development cycles, large consumption of manpower and material resources, resulting in three wastes and time-consuming and laborious processing. In addition, the sensitivity of catalysts to other gases is unknown, Unknown catalytic mechanism and other deficiencies can easily lead to blindly prepared catalysts that cannot be truly practical.

发明内容SUMMARY OF THE INVENTION

在ORR和NRR整个电化学催化过程中,涉及相当复杂的反应途径和缓慢的动力学,选择合适的电催化剂对催化活性、耐久性、产品选择性和实际成本具有决定性作用。因为空气中的主要成分是N2和O2,还包含少量的H2O和CO2等气体,而少量的H2O和CO2等气体在通入溶液中即溶解于水,因其含量少,对质子膜燃料电池和NRR催化剂的酸性容易环境影响近乎为零。而ORR的反应物是O2,NRR的反应物是N2,所以ORR和NRR的最经济、便捷、安全的反应物来源于空气,其中空气中的少量H2O和CO2都可以溶于水,所以立足Tm-N-C配位关系调控N2和O2选择性吸附研究,为筛选潜在ORR和NRR催化剂提供指导。In the whole electrochemical catalysis process of ORR and NRR, involving rather complex reaction pathways and slow kinetics, the selection of suitable electrocatalysts plays a decisive role in catalytic activity, durability, product selectivity, and practical cost. Because the main components in the air are N 2 and O 2 , it also contains a small amount of H 2 O and CO 2 and other gases, and a small amount of H 2 O and CO 2 and other gases are dissolved in water when they are passed into the solution, because of their content The acid-prone environmental impact on proton membrane fuel cells and NRR catalysts is almost zero. The reactant of ORR is O 2 , and the reactant of NRR is N 2 , so the most economical, convenient and safe reactant of ORR and NRR comes from air, in which a small amount of H 2 O and CO 2 in the air can dissolve Therefore, based on the Tm - NC coordination relationship to regulate the selective adsorption of N and O, it can provide guidance for the screening of potential ORR and NRR catalysts.

依据理论,构建模型进行分析计算,是科学研究的重要方式手段,对进一步实验分析有着重要的数据支撑,如何快速根据理论研究,确定高效选择潜在ORR/NRR催化剂是一项非常重要的技术,为此本发明提供一种可以将空气直接通入催化剂的简单易行的高效选择潜在ORR/NRR催化剂模型的进阶式筛选流程。Building a model for analysis and calculation based on theory is an important method and means for scientific research, and has important data support for further experimental analysis. How to quickly determine the efficient selection of potential ORR/NRR catalysts based on theoretical research is a very important technology. The present invention provides a simple and feasible advanced screening process for efficiently selecting potential ORR/NRR catalyst models, which can directly pass air into the catalyst.

本发明避免了制备纯净O2/N2的复杂且耗能过程,现直接将空气通入催化剂中,可更加方便节能。本发明基于不同N-C配位环境和不同活性位点Tm原子构筑单原子催化剂模型,依托第一性原理开展稳定性分析→空气主成分竞争性吸附→产物脱附的层层渐进式筛选,快速定位出潜在的适应空气为反应气源的ORR或NRR的催化剂。The present invention avoids the complicated and energy-consuming process of preparing pure O 2 /N 2 , and now directly passes air into the catalyst, which can be more convenient and energy-saving. The invention constructs a single-atom catalyst model based on different NC coordination environments and different active site Tm atoms, and relies on first-principles to carry out stability analysis → competitive adsorption of air main components → product desorption layer-by-layer progressive screening, and rapid positioning A catalyst for ORR or NRR that can potentially adapt to air as the reactive gas source.

具体方法为:The specific method is:

高效设计基于空气为反应气源的潜在ORR和NRR催化剂的方法,包括以下步骤:A method for the efficient design of potential ORR and NRR catalysts based on air as the reactive gas source, including the following steps:

S1、基于第一性原理密度泛函理论,构建包括单空位和双空位所有的过渡金属以及不同浓度N掺杂石墨烯的基底催化剂模型,分别记为Tm-NX-C3-X-Gra和Tm-NX-C4-X-Gra;其中根据氮-碳组合构型,将Tm-N2-C2-Gra构型分为五元环型pen、对位型opp和六元环型hex;S1. Based on the first-principles density functional theory, construct a base catalyst model including all transition metals in single and double vacancies and N-doped graphene with different concentrations, which are denoted as Tm-N X -C 3-X -Gra and Tm-N X -C 4-X -Gra; according to the nitrogen-carbon combination configuration, the Tm-N 2 -C 2 -Gra configuration is divided into five-membered ring pen, para-type opp and six-membered ring type hex;

S2、对于N配位单过渡金属掺杂石墨烯形成的双空位催化剂模型,根据形成能ΔEf计算公式(1)和结合能ΔEb计算公式(2)计算所有预筛选模型的形成能ΔEf和结合能ΔEb;根据ΔEf<0eV和ΔEb<Ecoh筛选稳定的催化剂构型;Ecoh为金属内聚能;S2. For the double vacancy catalyst model formed by N-coordinate single transition metal doped graphene, the formation energy ΔE f of all pre-screened models is calculated according to the formation energy ΔE f calculation formula (1) and the binding energy ΔE b calculation formula (2). and binding energy ΔE b ; screen stable catalyst configurations according to ΔE f <0eV and ΔE b <E coh ; E coh is the metal cohesion energy;

Figure BDA0003662982790000041
Figure BDA0003662982790000041

Figure BDA0003662982790000042
Figure BDA0003662982790000042

其中

Figure BDA0003662982790000043
和EGra分别代表双空位型单原子催化剂Tm-NX-C4-X-Gra、缺过渡金属的催化剂模型NX-C4-X-Gra和石墨烯Gra的体系能量,EC、ETm、EN分别代表单原子C、N、Tm的能量;in
Figure BDA0003662982790000043
and E Gra represent the system energies of the double-vacancy single-atom catalyst Tm-N X -C 4-X- Gra, the transition metal-deficient catalyst model N X -C 4-X -Gra and graphene Gra, respectively, E C , E Tm and EN represent the energy of single atoms C, N and Tm, respectively;

对于单空位催化剂模型,其形成能ΔEf和结合能ΔEb分别如计算公式(3)和(4);其中

Figure BDA0003662982790000044
Figure BDA0003662982790000045
分别代表单空位型单原子催化剂Tm-NX-C3-X-Gra和缺过渡金属的催化剂模型NX-C3-X-Gra体系能量;For the single-vacancy catalyst model, its formation energy ΔE f and binding energy ΔE b are calculated as formulas (3) and (4), respectively; where
Figure BDA0003662982790000044
and
Figure BDA0003662982790000045
represent the energies of the single-vacancy single-atom catalyst Tm-N X -C 3-X- Gra and the transition metal-deficient catalyst model N X -C 3-X- Gra system, respectively;

Figure BDA0003662982790000046
Figure BDA0003662982790000046

Figure BDA0003662982790000047
Figure BDA0003662982790000047

S3、构建不同吸附模式下O2的吸附模型并优化结构,选取能量最低的吸附模型,根据公式(5)计算催化剂对于O2的吸附能;S3, construct the adsorption model of O 2 under different adsorption modes and optimize the structure, select the adsorption model with the lowest energy, and calculate the adsorption energy of the catalyst for O 2 according to formula (5);

Figure BDA0003662982790000048
Figure BDA0003662982790000048

其中

Figure BDA0003662982790000049
是指催化剂吸附O2的体系总能量,
Figure BDA00036629827900000410
是指单个O2分子的能量,sub为催化剂基底模型,单空位和双空位模型,分别记为Tm-NX-C3-X-Gra和Tm-NX-C4-X-Gra;in
Figure BDA0003662982790000049
is the total energy of the system for adsorbing O2 by the catalyst,
Figure BDA00036629827900000410
refers to the energy of a single O 2 molecule, sub is the catalyst substrate model, single-vacancy and double-vacancy models, respectively denoted as Tm-N X -C 3-X- Gra and Tm-N X -C 4-X- Gra;

S4、构建不同吸附模式下N2的吸附模型并优化结构,选取能量最低的吸附模型,根据公式(6)计算催化剂对于N2的吸附能;S4, construct the adsorption model of N 2 under different adsorption modes and optimize the structure, select the adsorption model with the lowest energy, and calculate the adsorption energy of the catalyst for N 2 according to formula (6);

Figure BDA00036629827900000411
Figure BDA00036629827900000411

其中

Figure BDA00036629827900000412
是指催化剂吸附N2的体系总能量,
Figure BDA00036629827900000413
是指单个N2分子的能量;in
Figure BDA00036629827900000412
is the total energy of the system for the adsorption of N2 by the catalyst,
Figure BDA00036629827900000413
refers to the energy of a single N2 molecule;

S5、比较同一基底,对O2和对N2的吸附能大小,当O2吸附能等于或近似等于N2吸附能,意味着以空气为气源会存在氧气和氮气共吸附情况,后续则有ORR和NRR混杂共存;该情况既不适合NRR也不适合ORR,舍去;S5. Comparing the adsorption energy of O 2 and N 2 on the same substrate, when the O 2 adsorption energy is equal to or approximately equal to the N 2 adsorption energy, it means that there will be co-adsorption of oxygen and nitrogen when air is used as the gas source. There is mixed coexistence of ORR and NRR; this situation is neither suitable for NRR nor ORR, discarded;

S6、当

Figure BDA00036629827900000414
也即O2吸附能力>N2吸附能力时,说明催化剂会优先吸附氧气;
Figure BDA00036629827900000415
越小于
Figure BDA00036629827900000416
则选择性吸附O2的能力越强;因考虑催化剂循环性,产物须较容易脱附或者不吸附;ORR反应产物为H2O,所以进一步探究H2O的吸附能,根据公式(7);若
Figure BDA00036629827900000417
也即H2O的吸附能力<O2吸附能力,若当
Figure BDA00036629827900000418
则产物不会自发脱附,但易于强吸附的反应物挤占吸附位点导致脱附;若当
Figure BDA00036629827900000419
则产物有自发脱附的趋势;两种情况都表明满足
Figure BDA00036629827900000420
该催化剂适合用于ORR;反之不满足
Figure BDA00036629827900000421
则不适合做ORR,应舍去;S6, when
Figure BDA00036629827900000414
That is, when O 2 adsorption capacity>N 2 adsorption capacity, it means that the catalyst will preferentially adsorb oxygen;
Figure BDA00036629827900000415
less than
Figure BDA00036629827900000416
The ability to selectively adsorb O 2 is stronger; due to the consideration of the catalyst cycle, the product must be easily desorbed or not adsorbed; the ORR reaction product is H 2 O, so the adsorption energy of H 2 O is further explored, according to formula (7) ;like
Figure BDA00036629827900000417
That is, the adsorption capacity of H 2 O < the adsorption capacity of O 2 , if when
Figure BDA00036629827900000418
The product will not desorb spontaneously, but the reactants that are easy to strongly adsorb will crowd the adsorption site and cause desorption;
Figure BDA00036629827900000419
then the product has a tendency to spontaneously desorb; both cases indicate that the
Figure BDA00036629827900000420
The catalyst is suitable for ORR; otherwise it is not satisfied
Figure BDA00036629827900000421
It is not suitable for ORR and should be discarded;

Figure BDA0003662982790000051
Figure BDA0003662982790000051

其中

Figure BDA0003662982790000052
指催化剂吸附H2O的体系总能量,
Figure BDA0003662982790000053
指单个H2O分子的能量;in
Figure BDA0003662982790000052
refers to the total energy of the system for the adsorption of H 2 O by the catalyst,
Figure BDA0003662982790000053
refers to the energy of a single H 2 O molecule;

S7、当

Figure BDA0003662982790000054
也即O2吸附能力<N2吸附能力时,因NRR反应产物为NH3,所以进一步探究NH3的吸附能,根据公式(8);若
Figure BDA0003662982790000055
也即NH3的吸附能力<N2吸附能力,则该催化剂能循环NRR反应,也即能适合用于NRR;反之
Figure BDA0003662982790000056
表明活性位点吸附产物NH3能力太强,即催化剂活性位点被产物NH3钝化,无法循环应舍去;S7, when
Figure BDA0003662982790000054
That is, when O 2 adsorption capacity<N 2 adsorption capacity, since the NRR reaction product is NH 3 , the adsorption energy of NH 3 is further explored, according to formula (8); if
Figure BDA0003662982790000055
That is, the adsorption capacity of NH 3 <N 2 adsorption capacity, then the catalyst can cycle NRR reaction, that is, it can be suitable for NRR;
Figure BDA0003662982790000056
It shows that the ability of the active site to adsorb the product NH3 is too strong, that is, the active site of the catalyst is passivated by the product NH3 , which cannot be recycled and should be discarded;

Figure BDA0003662982790000057
Figure BDA0003662982790000057

其中

Figure BDA0003662982790000058
指催化剂吸附NH3的体系总能量,
Figure BDA0003662982790000059
指单个NH3分子的能量;in
Figure BDA0003662982790000058
refers to the total system energy of the catalyst adsorbing NH3 ,
Figure BDA0003662982790000059
Refers to the energy of a single NH3 molecule;

综合上述S2-S7步的渐进式筛选,缩小研究模型范围,快速准确定位所需模型,得到潜在ORR/NRR的催化剂模型,为实验开展以空气为反应气体气源的NRR和ORR催化剂提供设计指导。Based on the progressive screening of the above S2-S7 steps, the scope of the research model is narrowed, the required model is quickly and accurately located, and the catalyst model of potential ORR/NRR is obtained, which provides design guidance for the experimental development of NRR and ORR catalysts with air as the reaction gas source .

本发明技术方案带来的有益效果:The beneficial effects brought by the technical solution of the present invention:

工业分离法中,首先将空气高压、低温使液化,氮气沸点为-195.8℃,氧气沸点为-183℃,只要把温度控制在-195.8℃~-183℃就可以气、液分离。本发明直接以空气为反应气体气源,不再需要通过根据氮气和氧气沸点不同来分离气体的策略来实现空气中的N2和O2先分开,而是将空气通过进气端通入电解液中参与反应。避免高压气瓶的使用,减少高压气体对接设备、简化工序,同时提高安全性。此外还具有节约气源生产成本、运输成本,避免不必要的能源浪费等多项好处。In the industrial separation method, the air is first liquefied at high pressure and low temperature. The boiling point of nitrogen is -195.8°C, and the boiling point of oxygen is -183°C. As long as the temperature is controlled at -195.8°C to -183°C, gas and liquid can be separated. In the present invention, air is directly used as the gas source of the reaction gas, and it is no longer necessary to separate the N and O in the air first through the strategy of separating the gases according to the different boiling points of nitrogen and oxygen. participate in the reaction in the liquid. Avoid the use of high-pressure gas cylinders, reduce high-pressure gas docking equipment, simplify the process, and improve safety at the same time. In addition, it also has many advantages such as saving gas production costs, transportation costs, and avoiding unnecessary energy waste.

基于本发明提供的设计方法,可以快速实现以空气源为反应气体来源的ORR和NRR催化剂设计,提高了催化剂设计效率和气源适应性。相关催化剂的大规模使用能促进新能源普及、降低环境污染、保护生态环境,助力我国实现双碳减排任务、提高催化产业科技竞争力。Based on the design method provided by the present invention, the design of the ORR and NRR catalysts using the air source as the source of the reaction gas can be quickly realized, and the catalyst design efficiency and the adaptability of the gas source are improved. The large-scale use of relevant catalysts can promote the popularization of new energy, reduce environmental pollution, protect the ecological environment, help my country achieve the task of double-carbon emission reduction, and improve the technological competitiveness of the catalytic industry.

附图说明Description of drawings

图1是本发明的流程图。Figure 1 is a flow chart of the present invention.

具体实施方式Detailed ways

结合实施例说明本发明的具体技术方案。The specific technical solutions of the present invention are described with reference to the embodiments.

如图1所示的流程,本发明为实现高效选择ORR和NRR催化剂,通过渐进式筛选实现的;基于Tm-N-C配位关系调控选择性吸附O2/N2;具体技术描述方案如下:As shown in the process shown in Figure 1, the present invention is realized by progressive screening in order to achieve efficient selection of ORR and NRR catalysts; the selective adsorption of O 2 /N 2 is regulated based on the Tm-NC coordination relationship; the specific technical description scheme is as follows:

高效设计基于空气为反应气源的潜在ORR和NRR催化剂的方法,包括以下步骤:A method for the efficient design of potential ORR and NRR catalysts based on air as the reactive gas source, including the following steps:

S1、基于第一性原理密度泛函理论,构建包括单空位和双空位所有的过渡金属以及不同浓度N掺杂石墨烯的基底催化剂模型,分别记为Tm-NX-C3-X-Gra和Tm-NX-C4-X-Gra;其中根据氮-碳组合构型,将Tm-N2-C2-Gra构型分为五元环型pen、对位型opp和六元环型hex;S1. Based on the first-principles density functional theory, construct a base catalyst model including all transition metals in single and double vacancies and N-doped graphene with different concentrations, which are denoted as Tm-N X -C 3-X -Gra and Tm-N X -C 4-X -Gra; according to the nitrogen-carbon combination configuration, the Tm-N 2 -C 2 -Gra configuration is divided into five-membered ring pen, para-type opp and six-membered ring type hex;

S2、对于N配位单过渡金属掺杂石墨烯形成的双空位催化剂模型,根据形成能ΔEf计算公式(1)和结合能ΔEb计算公式(2)计算所有预筛选模型的形成能ΔEf和结合能ΔEb;根据ΔEf<0eV和ΔEb<Ecoh筛选稳定的催化剂构型;Ecoh为金属内聚能;S2. For the double-vacancy catalyst model formed by N-coordinated single transition metal doped graphene, the formation energies ΔE f and Binding energy ΔE b ; screen stable catalyst configurations according to ΔE f <0 eV and ΔE b <E coh ; E coh is the metal cohesion energy;

Figure BDA0003662982790000061
Figure BDA0003662982790000061

Figure BDA0003662982790000062
Figure BDA0003662982790000062

其中

Figure BDA0003662982790000063
和EGra分别代表双空位型单原子催化剂Tm-NX-C4-X-Gra、缺过渡金属的催化剂模型NX-C4-X-Gra和石墨烯Gra的体系能量,EC、ETm、EN分别代表单原子C、N、Tm的能量;in
Figure BDA0003662982790000063
and E Gra represent the system energies of the double-vacancy single-atom catalyst Tm-N X -C 4-X- Gra, the transition metal-deficient catalyst model N X -C 4-X -Gra and graphene Gra, respectively, E C , E Tm and EN represent the energy of single atoms C, N and Tm, respectively;

对于单空位催化剂模型,其形成能ΔEf和结合能ΔEb分别如计算公式(3)和(4);其中

Figure BDA0003662982790000064
Figure BDA0003662982790000065
分别代表单空位型单原子催化剂Tm-NX-C3-X-Gra和缺过渡金属的催化剂模型NX-C3-X-Gra体系能量;For the single-vacancy catalyst model, its formation energy ΔE f and binding energy ΔE b are calculated as formulas (3) and (4), respectively; where
Figure BDA0003662982790000064
and
Figure BDA0003662982790000065
represent the energies of the single-vacancy single-atom catalyst Tm-N X -C 3-X- Gra and the transition metal-deficient catalyst model N X -C 3-X- Gra system, respectively;

Figure BDA0003662982790000066
Figure BDA0003662982790000066

Figure BDA0003662982790000067
Figure BDA0003662982790000067

S3、构建不同吸附模式下O2的吸附模型并优化结构,选取能量最低的吸附模型,根据公式(5)计算催化剂对于O2的吸附能;S3, construct the adsorption model of O 2 under different adsorption modes and optimize the structure, select the adsorption model with the lowest energy, and calculate the adsorption energy of the catalyst for O 2 according to formula (5);

Figure BDA0003662982790000068
Figure BDA0003662982790000068

其中

Figure BDA0003662982790000069
是指催化剂吸附O2的体系总能量,
Figure BDA00036629827900000610
是指单个O2分子的能量,sub为催化剂基底模型,单空位和双空位模型,分别记为Tm-NX-C3-X-Gra和Tm-NX-C4-X-Gra;in
Figure BDA0003662982790000069
is the total energy of the system for adsorbing O2 by the catalyst,
Figure BDA00036629827900000610
refers to the energy of a single O 2 molecule, sub is the catalyst substrate model, single-vacancy and double-vacancy models, respectively denoted as Tm-N X -C 3-X- Gra and Tm-N X -C 4-X- Gra;

S4、构建不同吸附模式下N2的吸附模型并优化结构,选取能量最低的吸附模型,根据公式(6)计算催化剂对于N2的吸附能;S4, construct the adsorption model of N 2 under different adsorption modes and optimize the structure, select the adsorption model with the lowest energy, and calculate the adsorption energy of the catalyst for N 2 according to formula (6);

Figure BDA00036629827900000611
Figure BDA00036629827900000611

其中

Figure BDA00036629827900000612
是指催化剂吸附N2的体系总能量,
Figure BDA00036629827900000613
是指单个N2分子的能量;in
Figure BDA00036629827900000612
is the total energy of the system for the adsorption of N2 by the catalyst,
Figure BDA00036629827900000613
refers to the energy of a single N2 molecule;

S5、比较同一基底,对O2和对N2的吸附能大小,当O2吸附能等于或近似等于N2吸附能,意味着以空气为气源会存在氧气和氮气共吸附情况,后续则有ORR和NRR混杂共存;该情况既不适合NRR也不适合ORR,舍去;S5. Comparing the adsorption energy of O 2 and N 2 on the same substrate, when the O 2 adsorption energy is equal to or approximately equal to the N 2 adsorption energy, it means that there will be co-adsorption of oxygen and nitrogen when air is used as the gas source. There is mixed coexistence of ORR and NRR; this situation is neither suitable for NRR nor ORR, discarded;

S6、当

Figure BDA0003662982790000071
也即O2吸附能力>N2吸附能力时,说明催化剂会优先吸附氧气;
Figure BDA0003662982790000072
越小于
Figure BDA0003662982790000073
则选择性吸附O2的能力越强;因考虑催化剂循环性,产物须较容易脱附或者不吸附;ORR反应产物为H2O,所以进一步探究H2O的吸附能,根据公式(7);若
Figure BDA0003662982790000074
也即H2O的吸附能力<O2吸附能力,若当
Figure BDA0003662982790000075
则产物不会自发脱附,但易于强吸附的反应物挤占吸附位点导致脱附;若当
Figure BDA0003662982790000076
则产物有自发脱附的趋势;两种情况都表明满足
Figure BDA0003662982790000077
该催化剂适合用于ORR;反之不满足
Figure BDA0003662982790000078
则不适合做ORR,应舍去;S6, when
Figure BDA0003662982790000071
That is, when O 2 adsorption capacity>N 2 adsorption capacity, it means that the catalyst will preferentially adsorb oxygen;
Figure BDA0003662982790000072
less than
Figure BDA0003662982790000073
The ability to selectively adsorb O 2 is stronger; due to the consideration of the catalyst cycle, the product must be easily desorbed or not adsorbed; the ORR reaction product is H 2 O, so the adsorption energy of H 2 O is further explored, according to formula (7) ;like
Figure BDA0003662982790000074
That is, the adsorption capacity of H 2 O < the adsorption capacity of O 2 , if when
Figure BDA0003662982790000075
The product will not desorb spontaneously, but the reactants that are easy to strongly adsorb will crowd the adsorption site and cause desorption;
Figure BDA0003662982790000076
then the product has a tendency to spontaneously desorb; both cases indicate that the
Figure BDA0003662982790000077
The catalyst is suitable for ORR; otherwise it is not satisfied
Figure BDA0003662982790000078
It is not suitable for ORR and should be discarded;

Figure BDA0003662982790000079
Figure BDA0003662982790000079

其中

Figure BDA00036629827900000710
指催化剂吸附H2O的体系总能量,
Figure BDA00036629827900000711
指单个H2O分子的能量;in
Figure BDA00036629827900000710
refers to the total energy of the system for the adsorption of H 2 O by the catalyst,
Figure BDA00036629827900000711
refers to the energy of a single H 2 O molecule;

S7、当

Figure BDA00036629827900000712
也即O2吸附能力<N2吸附能力时,因NRR反应产物为NH3,所以进一步探究NH3的吸附能,根据公式(8);若
Figure BDA00036629827900000713
也即NH3的吸附能力<N2吸附能力,则该催化剂能循环NRR反应,也即能适合用于NRR;反之
Figure BDA00036629827900000714
表明活性位点吸附产物NH3能力太强,即催化剂活性位点被产物NH3钝化,无法循环应舍去;S7, when
Figure BDA00036629827900000712
That is, when O 2 adsorption capacity<N 2 adsorption capacity, since the NRR reaction product is NH 3 , the adsorption energy of NH 3 is further explored, according to formula (8); if
Figure BDA00036629827900000713
That is, the adsorption capacity of NH 3 <N 2 adsorption capacity, then the catalyst can cycle NRR reaction, that is, it can be suitable for NRR;
Figure BDA00036629827900000714
It shows that the ability of the active site to adsorb the product NH3 is too strong, that is, the active site of the catalyst is passivated by the product NH3 , which cannot be recycled and should be discarded;

Figure BDA00036629827900000715
Figure BDA00036629827900000715

其中

Figure BDA00036629827900000716
指催化剂吸附NH3的体系总能量,
Figure BDA00036629827900000717
指单个NH3分子的能量;in
Figure BDA00036629827900000716
refers to the total system energy of the catalyst adsorbing NH3 ,
Figure BDA00036629827900000717
Refers to the energy of a single NH3 molecule;

综合上述S2-S7步的渐进式筛选,缩小研究模型范围,快速准确定位所需模型,得到潜在ORR/NRR的催化剂模型,为实验开展以空气为反应气体气源的NRR和ORR催化剂提供设计指导。Based on the progressive screening of the above S2-S7 steps, the scope of the research model is narrowed, the required model is quickly and accurately located, and the catalyst model of potential ORR/NRR is obtained, which provides design guidance for the experimental development of NRR and ORR catalysts with air as the reaction gas source .

Claims (2)

1. The method for efficiently designing the potential ORR and NRR catalysts based on air as a reaction air source is characterized in that a single-atom catalyst model is constructed based on different N-C coordination environments and different active site Tm atoms, and the potential ORR or NRR catalysts which adapt to air as a reaction air source are rapidly positioned by carrying out layer-by-layer progressive screening of stability analysis, competitive adsorption of air main components and desorption of substances according to a first principle density functional theory.
2. The method for efficient design of potential ORR and NRR catalysts based on air as a reactive gas source as claimed in claim 1, comprising the following steps:
s1, constructing substrate catalyst models of all transition metals including single-vacancy and double-vacancy and N-doped graphene with different concentrations based on first principle density functional theory, and respectively recording the models as Tm-N X -C 3-X -Gra and Tm-N X -C 4-X -Gra; wherein Tm-N is converted according to a nitrogen-carbon combination configuration 2 -C 2 the-Gra configuration is divided into five-membered ring type pen, para type opp and six-membered ring type hex;
s2, regarding a double-vacancy catalyst model formed by doping N-coordinated single transition metal with graphene, according to the formation energy delta E f Calculating the formation energy delta E of all the pre-screened models by the calculation formula (1) and the combination energy delta Eb calculation formula (2) f And binding energy Δ E b (ii) a According to Δ E f <0eV and Δ E b <E coh Screening a stable catalyst configuration; e coh The energy is the metal cohesive energy;
Figure FDA0003662982780000011
Figure FDA0003662982780000012
wherein
Figure FDA0003662982780000013
And E Gra Respectively represent a double-vacancy type single-atom catalyst Tm-N X -C 4-X Catalyst model N of Gra, deficient in transition Metal X -C 4-X System energy of Gra and graphene Gra, E C 、E Tm 、E N Respectively representing the energy of single atoms C, Tm and N;
for a single-vacancy catalyst model, its energy of formation Δ E f And binding energy Δ E b Respectively as calculation formulas (3) and (4); wherein
Figure FDA0003662982780000014
And
Figure FDA0003662982780000015
respectively represent a single-vacancy type monatomic catalyst Tm-N X -C 3-X Catalyst model N for Gra and deficient transition metals X -C 3-X -Gra system energy;
Figure FDA0003662982780000016
Figure FDA0003662982780000017
s3 construction of O under different adsorption modes 2 The adsorption model and the optimized structure are adopted, the adsorption model with the lowest energy is selected, and the O of the catalyst is calculated according to the formula (5) 2 The adsorption energy of (c);
Figure FDA0003662982780000018
wherein
Figure FDA0003662982780000019
Means that the catalyst adsorbs O 2 The total energy of the system (2) is,
Figure FDA00036629827800000110
refers to a single O 2 The energy of the molecule, sub, is the catalyst substrate model, the single-vacancy and double-vacancy models, respectively denoted as Tm-N X -C 3-X -Gra and Tm-N X -C 4-X -Gra;
S4 construction of N under different adsorption modes 2 The adsorption model and the optimized structure are adopted, the adsorption model with the lowest energy is selected, and the N of the catalyst is calculated according to the formula (6) 2 The adsorption energy of (c);
Figure FDA0003662982780000021
wherein
Figure FDA0003662982780000022
Means that the catalyst adsorbs N 2 The total energy of the system (2) is,
Figure FDA0003662982780000023
refers to a single N 2 The energy of the molecule;
s5, comparing the same substrates, to O 2 And to N 2 When adsorption energy of (1) is in the range of O 2 Adsorption energy equal or approximately equal to N 2 Adsorption energy means that the co-adsorption of oxygen and nitrogen exists by taking air as a gas source, and ORR and NRR coexist in the follow-up process; this case is neither suitable for NRR nor ORR, left off;
s6, when
Figure FDA0003662982780000024
I.e. O 2 Adsorption capacity>N 2 When the adsorption capacity is high, the catalyst can preferentially adsorb oxygen;
Figure FDA0003662982780000025
the smaller the size
Figure FDA0003662982780000026
Then O is selectively adsorbed 2 The stronger the ability of (c); because of the consideration of catalyst cyclicity, the product must be easily desorbed or not adsorbed; the ORR reaction product is H 2 O, therefore, further study of H 2 Adsorption energy of O according to formula (7); if it is
Figure FDA0003662982780000027
That is to say H 2 Adsorption capacity of O<O 2 Adsorption capacity if
Figure FDA0003662982780000028
The product can not be desorbed spontaneously, but the reactant which is easy to be adsorbed strongly occupies the adsorption site to cause desorption; if when it is used
Figure FDA0003662982780000029
The product has a tendency to desorb spontaneously; both cases show satisfaction
Figure FDA00036629827800000210
The catalyst is suitable for use in ORR; otherwise, it is not satisfied
Figure FDA00036629827800000211
The ORR is not suitable and should be omitted;
Figure FDA00036629827800000212
wherein
Figure FDA00036629827800000213
Means that the catalyst adsorbs H 2 The total energy of the system of O,
Figure FDA00036629827800000214
means single H 2 The energy of the O molecule;
s7, when
Figure FDA00036629827800000215
I.e. O 2 Adsorption capacity<N 2 In case of adsorption capacity, the reaction product is NH due to NRR 3 Therefore, further exploration of NH 3 According to formula (8); if it is
Figure FDA00036629827800000216
Namely NH 3 Adsorption capacity of<N 2 Adsorption capacity, the catalyst can be recycled for NRR reaction, i.e., can be suitably used for NRR; otherwise, the reverse is carried out
Figure FDA00036629827800000217
Indicating the active site adsorption product NH 3 Too strong a capacity, i.e. catalyst active sites are covered by product NH 3 Passivation, which cannot be circularly eliminated;
Figure FDA00036629827800000218
wherein
Figure FDA00036629827800000219
Means that the catalyst adsorbs NH 3 The total energy of the system (2) is,
Figure FDA00036629827800000220
refers to a single NH 3 The energy of the molecule.
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