Mechanistic Insights into the Dealumination of an H-ZSM-5 Zeolite Using Reactive Molecular Dynamics Simulations

IF 11.3 1区 化学 Q1 CHEMISTRY, PHYSICAL
E. Grajales-González*, M. Monge-Palacios*, Sirio Brunialti and S. Mani Sarathy, 
{"title":"Mechanistic Insights into the Dealumination of an H-ZSM-5 Zeolite Using Reactive Molecular Dynamics Simulations","authors":"E. Grajales-González*,&nbsp;M. Monge-Palacios*,&nbsp;Sirio Brunialti and S. Mani Sarathy,&nbsp;","doi":"10.1021/acscatal.3c0516810.1021/acscatal.3c05168","DOIUrl":null,"url":null,"abstract":"<p >Zeolites are among the most successful catalysts used in the petrochemical industry, as well as in more environment-friendly processes such as biomass conversion to fuels and chemicals. A major challenge in bioresource utilization is the presence of water, so addressing fundamental aspects of zeolite-water interactions is imperative. Among the different zeolite water-driven phenomena, dealumination is ubiquitous and affects several stages of the catalyst lifetime. To better understand this phenomena, this contribution investigates the dealumination mechanism of an H-ZSM-5 catalyst using reactive molecular dynamics simulations and implementing the ReaxFF force field. The strength of the approach used here relies on its capability to consider entropic and dynamic effects, which are usually ignored by the widespread static density functional theory (DFT) calculations that are often conducted on this kind of materials. Simulations were run at 1000, 1300, and 1600 K, and for H<sub>2</sub>O:Al loads of 4:1, 6:1, and 8:1 during 1 ns using a constant number of molecules, pressure, and temperature (<i>NPT</i> ensemble). The results show a percentage of framework-associated aluminum (FAAl) between 40 and 50%, in good agreement with the experimental range reported in the literature of 30–40%. The mechanism of zeolite dealumination displayed three relevant dynamic features not reported in previous theoretical studies but that are supported by experiments: water-assisted proton transport, framework flexibility, and silicon-assisted aluminum dislodging. The dynamic chemistry of the dealumination also showed the most relevant step demonstrated by previous DFT studies, namely, the water adsorption and its subsequent dissociation to form silanol and adsorbed hydroxyl groups. This reaction is favored in the last stages of the dealumination and at high water loads. Static DFT calculations performed in this work and others reported in the literature indicate that water adsorption on the aluminum atom is spontaneous at high temperatures, including those above 1000 K, when the ideal gas phase reference state of water is modified to include effects of the zeolite environment, that is, enthalpy and entropy loses. Kinetic factors in heating protocols similar to calcination also appear to promote water adsorption and dealumination over transport to the gas phase, which should still be significant at temperatures as high as 1000 K. Besides, the structure of the identified extra-framework aluminum and FAAl matches the documented descriptions drawn from nuclear magnetic resonance spectroscopy analysis. The results of this work complement the body of research about zeolite dealumination aimed at the rational design of biomass conversion processes.</p>","PeriodicalId":9,"journal":{"name":"ACS Catalysis ","volume":null,"pages":null},"PeriodicalIF":11.3000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Catalysis ","FirstCategoryId":"92","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acscatal.3c05168","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Zeolites are among the most successful catalysts used in the petrochemical industry, as well as in more environment-friendly processes such as biomass conversion to fuels and chemicals. A major challenge in bioresource utilization is the presence of water, so addressing fundamental aspects of zeolite-water interactions is imperative. Among the different zeolite water-driven phenomena, dealumination is ubiquitous and affects several stages of the catalyst lifetime. To better understand this phenomena, this contribution investigates the dealumination mechanism of an H-ZSM-5 catalyst using reactive molecular dynamics simulations and implementing the ReaxFF force field. The strength of the approach used here relies on its capability to consider entropic and dynamic effects, which are usually ignored by the widespread static density functional theory (DFT) calculations that are often conducted on this kind of materials. Simulations were run at 1000, 1300, and 1600 K, and for H2O:Al loads of 4:1, 6:1, and 8:1 during 1 ns using a constant number of molecules, pressure, and temperature (NPT ensemble). The results show a percentage of framework-associated aluminum (FAAl) between 40 and 50%, in good agreement with the experimental range reported in the literature of 30–40%. The mechanism of zeolite dealumination displayed three relevant dynamic features not reported in previous theoretical studies but that are supported by experiments: water-assisted proton transport, framework flexibility, and silicon-assisted aluminum dislodging. The dynamic chemistry of the dealumination also showed the most relevant step demonstrated by previous DFT studies, namely, the water adsorption and its subsequent dissociation to form silanol and adsorbed hydroxyl groups. This reaction is favored in the last stages of the dealumination and at high water loads. Static DFT calculations performed in this work and others reported in the literature indicate that water adsorption on the aluminum atom is spontaneous at high temperatures, including those above 1000 K, when the ideal gas phase reference state of water is modified to include effects of the zeolite environment, that is, enthalpy and entropy loses. Kinetic factors in heating protocols similar to calcination also appear to promote water adsorption and dealumination over transport to the gas phase, which should still be significant at temperatures as high as 1000 K. Besides, the structure of the identified extra-framework aluminum and FAAl matches the documented descriptions drawn from nuclear magnetic resonance spectroscopy analysis. The results of this work complement the body of research about zeolite dealumination aimed at the rational design of biomass conversion processes.

Abstract Image

利用反应分子动力学模拟深入了解 H-ZSM-5 沸石的脱胶机理
沸石是石化工业以及生物质转化为燃料和化学品等更环保工艺中最成功的催化剂之一。生物资源利用的一个主要挑战是水的存在,因此解决沸石与水相互作用的基本问题势在必行。在不同的沸石水驱动现象中,脱胶现象无处不在,并影响催化剂寿命的多个阶段。为了更好地理解这一现象,本研究使用反应分子动力学模拟和 ReaxFF 力场研究了 H-ZSM-5 催化剂的脱umination 机理。本文所用方法的优势在于其考虑熵效应和动态效应的能力,而这类材料通常采用的静态密度泛函理论(DFT)计算通常会忽略这些效应。模拟在 1000、1300 和 1600 K 下运行,并在 1 ns 内使用恒定的分子数、压力和温度(NPT 集合)对 4:1、6:1 和 8:1 的 H2O:Al 负载进行了模拟。结果显示,框架相关铝(FAl)的百分比在 40% 到 50% 之间,与文献中报道的 30% 到 40% 的实验范围十分吻合。沸石脱铝的机理显示了三个相关的动态特征,这三个特征在以前的理论研究中没有报道过,但得到了实验的支持:水辅助质子传输、框架柔性和硅辅助铝脱落。脱铝的动态化学反应也显示了之前的 DFT 研究中最相关的步骤,即水的吸附及其随后的解离,形成硅醇和吸附的羟基。这种反应在脱熏的最后阶段和高水负荷时更有利。这项工作中进行的静态 DFT 计算和文献中报道的其他计算表明,当修改水的理想气相参考状态以包括沸石环境的影响(即焓和熵损失)时,水在铝原子上的吸附在高温下是自发的,包括 1000 K 以上的高温。此外,已确定的框架外铝和 FAAl 的结构与核磁共振光谱分析得出的文献描述相吻合。这项研究成果是对沸石脱铝研究的补充,旨在合理设计生物质转化过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
ACS Catalysis
ACS Catalysis CHEMISTRY, PHYSICAL-
CiteScore
20.80
自引率
6.20%
发文量
1253
审稿时长
1.5 months
期刊介绍: ACS Catalysis is an esteemed journal that publishes original research in the fields of heterogeneous catalysis, molecular catalysis, and biocatalysis. It offers broad coverage across diverse areas such as life sciences, organometallics and synthesis, photochemistry and electrochemistry, drug discovery and synthesis, materials science, environmental protection, polymer discovery and synthesis, and energy and fuels. The scope of the journal is to showcase innovative work in various aspects of catalysis. This includes new reactions and novel synthetic approaches utilizing known catalysts, the discovery or modification of new catalysts, elucidation of catalytic mechanisms through cutting-edge investigations, practical enhancements of existing processes, as well as conceptual advances in the field. Contributions to ACS Catalysis can encompass both experimental and theoretical research focused on catalytic molecules, macromolecules, and materials that exhibit catalytic turnover.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信