Zhi-Min Wang , Du Wang , Ling-Nan Wu , Cheng-Yin Ye , Zi-Qiang Zhu , Zhen-Yu Tian
{"title":"n -甲基吡咯烷酮的理论和动力学模型研究","authors":"Zhi-Min Wang , Du Wang , Ling-Nan Wu , Cheng-Yin Ye , Zi-Qiang Zhu , Zhen-Yu Tian","doi":"10.1016/j.jaap.2024.106943","DOIUrl":null,"url":null,"abstract":"<div><div>N-methylpyrrolidone (NMP) is essential in lithium-ion battery production. Its thermal decomposition raises concerns regarding the environment, human health, and sustainable battery manufacturing practices. In this work, M062X/6–311 + +G(d,p) and CCSD(T)-F12a/cc-pVTZ-F12 calculations methods were employed to explore the crucial H-abstraction reactions, bond dissociation energies, and potential energy surfaces of NMP pyrolysis. A pyrolysis kinetic model was developed, encompassing 969 species and 5391 reactions, to provide insights into the NMP pyrolysis process. The results reveal that the H-abstraction reactions significantly contribute to NMP decomposition, particularly at lower temperature region within 900–1200 K. The carbon site adjacent to nitrogen atoms on the five-membered ring is found to be more energetically favorable, and the branching ratio of this channel decreases gradually with temperature increasing. As the temperature increases, the effect of the C8 site attenuates gradually, yielding to the C2-H and C11-CH<sub>3</sub> sites which emerge as the predominant channels for decomposition, facilitated by H-abstraction reactions by H and CH<sub>3</sub> radicals. Rate coefficients of these reactions were determined through RRKM/ME calculations, and the model was validated against available experimental data. Rate-of-production analysis indicates that H-abstraction reactions dominate NMP consumption (over 98 %) at 1050 K, playing more important roles than unimolecular decompositions. Sensitivity analysis at 1050 K identifies that CH<sub>2</sub>NCH<sub>2</sub>+H<img>CH<sub>3</sub>NCH<sub>2</sub> and NMP=NMP-11 +H have the most obvious inhibiting and promoting effects on NMP consumption, respectively. A promising but under-research study was also identified in present work, along with discussions on their implications for future investigation. By understanding the behavior of NMP during pyrolysis, the battery manufacturing process could be optimized to reduce its environmental impact.</div></div>","PeriodicalId":345,"journal":{"name":"Journal of Analytical and Applied Pyrolysis","volume":"186 ","pages":"Article 106943"},"PeriodicalIF":6.2000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Theoretical and kinetic modeling investigation of N-methylpyrrolidone\",\"authors\":\"Zhi-Min Wang , Du Wang , Ling-Nan Wu , Cheng-Yin Ye , Zi-Qiang Zhu , Zhen-Yu Tian\",\"doi\":\"10.1016/j.jaap.2024.106943\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>N-methylpyrrolidone (NMP) is essential in lithium-ion battery production. Its thermal decomposition raises concerns regarding the environment, human health, and sustainable battery manufacturing practices. In this work, M062X/6–311 + +G(d,p) and CCSD(T)-F12a/cc-pVTZ-F12 calculations methods were employed to explore the crucial H-abstraction reactions, bond dissociation energies, and potential energy surfaces of NMP pyrolysis. A pyrolysis kinetic model was developed, encompassing 969 species and 5391 reactions, to provide insights into the NMP pyrolysis process. The results reveal that the H-abstraction reactions significantly contribute to NMP decomposition, particularly at lower temperature region within 900–1200 K. The carbon site adjacent to nitrogen atoms on the five-membered ring is found to be more energetically favorable, and the branching ratio of this channel decreases gradually with temperature increasing. As the temperature increases, the effect of the C8 site attenuates gradually, yielding to the C2-H and C11-CH<sub>3</sub> sites which emerge as the predominant channels for decomposition, facilitated by H-abstraction reactions by H and CH<sub>3</sub> radicals. Rate coefficients of these reactions were determined through RRKM/ME calculations, and the model was validated against available experimental data. Rate-of-production analysis indicates that H-abstraction reactions dominate NMP consumption (over 98 %) at 1050 K, playing more important roles than unimolecular decompositions. Sensitivity analysis at 1050 K identifies that CH<sub>2</sub>NCH<sub>2</sub>+H<img>CH<sub>3</sub>NCH<sub>2</sub> and NMP=NMP-11 +H have the most obvious inhibiting and promoting effects on NMP consumption, respectively. A promising but under-research study was also identified in present work, along with discussions on their implications for future investigation. 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引用次数: 0
摘要
n -甲基吡咯烷酮(NMP)在锂离子电池生产中是必不可少的。它的热分解引起了人们对环境、人类健康和可持续电池制造实践的关注。本文采用M062X/ 6-311 + +G(d,p)和CCSD(T)-F12a/cc-pVTZ-F12计算方法,探讨了NMP热解的关键吸氢反应、键解离能和势能面。建立了包含969种物质和5391种反应的热解动力学模型,为NMP热解过程提供了新的思路。结果表明,吸氢反应对NMP的分解有显著的促进作用,特别是在900-1200 K的低温区。在五元环上靠近氮原子的碳位更有利于能量反应,且该通道的分支比随着温度的升高而逐渐降低。随着温度的升高,C8位点的作用逐渐减弱,取而代之的是C2-H和C11-CH3位点,这两个位点通过H和CH3自由基的吸氢反应成为主要的分解通道。通过RRKM/ME计算确定了这些反应的速率系数,并根据已有的实验数据对模型进行了验证。产率分析表明,在1050 K时,h萃取反应主导了NMP的消耗(超过98 %),比单分子分解作用更重要。1050 K下的敏感性分析发现,CH2NCH2+HCH3NCH2和NMP=NMP-11 +H对NMP消耗的抑制和促进作用分别最为明显。在目前的工作中,还确定了一项有希望但研究不足的研究,并讨论了它们对未来调查的影响。通过了解NMP在热解过程中的行为,可以优化电池制造过程,以减少其对环境的影响。
Theoretical and kinetic modeling investigation of N-methylpyrrolidone
N-methylpyrrolidone (NMP) is essential in lithium-ion battery production. Its thermal decomposition raises concerns regarding the environment, human health, and sustainable battery manufacturing practices. In this work, M062X/6–311 + +G(d,p) and CCSD(T)-F12a/cc-pVTZ-F12 calculations methods were employed to explore the crucial H-abstraction reactions, bond dissociation energies, and potential energy surfaces of NMP pyrolysis. A pyrolysis kinetic model was developed, encompassing 969 species and 5391 reactions, to provide insights into the NMP pyrolysis process. The results reveal that the H-abstraction reactions significantly contribute to NMP decomposition, particularly at lower temperature region within 900–1200 K. The carbon site adjacent to nitrogen atoms on the five-membered ring is found to be more energetically favorable, and the branching ratio of this channel decreases gradually with temperature increasing. As the temperature increases, the effect of the C8 site attenuates gradually, yielding to the C2-H and C11-CH3 sites which emerge as the predominant channels for decomposition, facilitated by H-abstraction reactions by H and CH3 radicals. Rate coefficients of these reactions were determined through RRKM/ME calculations, and the model was validated against available experimental data. Rate-of-production analysis indicates that H-abstraction reactions dominate NMP consumption (over 98 %) at 1050 K, playing more important roles than unimolecular decompositions. Sensitivity analysis at 1050 K identifies that CH2NCH2+HCH3NCH2 and NMP=NMP-11 +H have the most obvious inhibiting and promoting effects on NMP consumption, respectively. A promising but under-research study was also identified in present work, along with discussions on their implications for future investigation. By understanding the behavior of NMP during pyrolysis, the battery manufacturing process could be optimized to reduce its environmental impact.
期刊介绍:
The Journal of Analytical and Applied Pyrolysis (JAAP) is devoted to the publication of papers dealing with innovative applications of pyrolysis processes, the characterization of products related to pyrolysis reactions, and investigations of reaction mechanism. To be considered by JAAP, a manuscript should present significant progress in these topics. The novelty must be satisfactorily argued in the cover letter. A manuscript with a cover letter to the editor not addressing the novelty is likely to be rejected without review.