Response Surface Methodology (RSM) Design to Optimize the Cathode of Li-Ions Batteries Recycling in Deep Eutectic Solvent and DFT Simulation

IF 2.9 4区 工程技术 Q2 CHEMISTRY, MULTIDISCIPLINARY
Saeid Karimi, Leila Mafton-Azad, Bahram Behnajady, Burak Tüzün
{"title":"Response Surface Methodology (RSM) Design to Optimize the Cathode of Li-Ions Batteries Recycling in Deep Eutectic Solvent and DFT Simulation","authors":"Saeid Karimi,&nbsp;Leila Mafton-Azad,&nbsp;Bahram Behnajady,&nbsp;Burak Tüzün","doi":"10.1007/s11814-024-00288-x","DOIUrl":null,"url":null,"abstract":"<div><p>In this study, the dissolution of a cathode of Li-ion batteries (CLIB) in a deep eutectic solvent (DES) composed of choline chloride (ChCl) and glucose (G) was investigated using the response surface methodology (RSM) experimental design. The temperature ranged from 45 to 105 °C, time from 2 to 26 h, agitation from 250 to 850 rpm, and DES/CLIB ratio from 20 to 100 g/g. According to the analysis of variance (ANOVA), temperature had the most significant impact on the dissolution of all elements (Ni, Co, Mn, and Li). In contrast, agitation had no significant effect on metal recovery. Under optimal conditions, including a temperature of 93 °C, a time of 20 h, an agitation of 550 rpm, and a DES/CLIB ratio of 80 g/g, the efficiencies of Ni, Co, Mn, and Li were 85.7%, 90.1%, 89.6%, and 93.2%, respectively, which matched well with the modeling results. This paper presents a comprehensive DFT investigation at the B3LYP/6-31G(d) level of theory on the behavior of transition metal cations in the presence of ChCl and G. Findings elucidate the preference of specific cations for particular ligands, the stability of complex formations, and the crucial role of ligands in electron transfer processes.</p></div>","PeriodicalId":684,"journal":{"name":"Korean Journal of Chemical Engineering","volume":"42 2","pages":"361 - 381"},"PeriodicalIF":2.9000,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Korean Journal of Chemical Engineering","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s11814-024-00288-x","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0

Abstract

In this study, the dissolution of a cathode of Li-ion batteries (CLIB) in a deep eutectic solvent (DES) composed of choline chloride (ChCl) and glucose (G) was investigated using the response surface methodology (RSM) experimental design. The temperature ranged from 45 to 105 °C, time from 2 to 26 h, agitation from 250 to 850 rpm, and DES/CLIB ratio from 20 to 100 g/g. According to the analysis of variance (ANOVA), temperature had the most significant impact on the dissolution of all elements (Ni, Co, Mn, and Li). In contrast, agitation had no significant effect on metal recovery. Under optimal conditions, including a temperature of 93 °C, a time of 20 h, an agitation of 550 rpm, and a DES/CLIB ratio of 80 g/g, the efficiencies of Ni, Co, Mn, and Li were 85.7%, 90.1%, 89.6%, and 93.2%, respectively, which matched well with the modeling results. This paper presents a comprehensive DFT investigation at the B3LYP/6-31G(d) level of theory on the behavior of transition metal cations in the presence of ChCl and G. Findings elucidate the preference of specific cations for particular ligands, the stability of complex formations, and the crucial role of ligands in electron transfer processes.

深共晶溶剂中锂离子电池回收阴极优化的响应面法设计及DFT模拟
采用响应面法(RSM)实验设计,研究了锂离子电池阴极(CLIB)在由氯化胆碱(ChCl)和葡萄糖(G)组成的深共晶溶剂(DES)中的溶解。温度范围为45 ~ 105℃,时间范围为2 ~ 26 h,搅拌范围为250 ~ 850 rpm, DES/CLIB比为20 ~ 100 g/g。方差分析显示,温度对Ni、Co、Mn、Li等元素的溶解影响最为显著。相比之下,搅拌对金属回收率没有显著影响。在温度为93℃、搅拌时间为20 h、搅拌转速为550 rpm、DES/CLIB比为80 g/g的条件下,Ni、Co、Mn和Li的效率分别为85.7%、90.1%、89.6%和93.2%,与模型结果吻合较好。本文在B3LYP/6-31G(d)水平上对过渡金属阳离子在ChCl和g存在下的行为进行了全面的DFT研究。研究结果阐明了特定阳离子对特定配体的偏好,复合物形成的稳定性以及配体在电子转移过程中的关键作用。
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
Korean Journal of Chemical Engineering
Korean Journal of Chemical Engineering 工程技术-工程:化工
CiteScore
4.60
自引率
11.10%
发文量
310
审稿时长
4.7 months
期刊介绍: The Korean Journal of Chemical Engineering provides a global forum for the dissemination of research in chemical engineering. The Journal publishes significant research results obtained in the Asia-Pacific region, and simultaneously introduces recent technical progress made in other areas of the world to this region. Submitted research papers must be of potential industrial significance and specifically concerned with chemical engineering. The editors will give preference to papers having a clearly stated practical scope and applicability in the areas of chemical engineering, and to those where new theoretical concepts are supported by new experimental details. The Journal also regularly publishes featured reviews on emerging and industrially important subjects of chemical engineering as well as selected papers presented at international conferences on the subjects.
×
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