Isabel Amaral Silva, Abner M. Sampaio, Mathieu Salanne and Leonardo J. A. Siqueira
{"title":"通过分子动力学模拟揭示盐包水型电解质封闭在 MXenes 中的超级电容器的储能特性","authors":"Isabel Amaral Silva, Abner M. Sampaio, Mathieu Salanne and Leonardo J. A. Siqueira","doi":"10.1039/D5TA01960E","DOIUrl":null,"url":null,"abstract":"<p >In recent decades, the interest in sustainable energy production solutions has surged, driven by the need to control and mitigate the growing impacts of anthropogenic global warming. This increasing focus has emphasized the necessity for effective energy storage solutions. Batteries and supercapacitors are the most prominent and widely utilized energy storage devices. In this context, highly concentrated aqueous electrolytes, known as “Water-in-Salt Electrolytes” (WiSE), offer an efficient, safe, and environmentally friendly alternative to organic solvent electrolytes in energy storage devices. WiSEs are considered excellent electrolyte candidates for supercapacitors and can be combined with various types of electrodes, such as transition metal carbides with two-dimensional (2D) structures, known as MXenes. Here, we present a detailed computational study of WiSEs confined in planar and porous Ti<small><sub>3</sub></small>C<small><sub>2</sub></small>F<small><sub>2</sub></small> electrodes, utilizing molecular dynamics (MD) simulations with an extension of the constant potential method (CPM<small><sub><em>χ</em></sub></small>), which accounts for the different electronegativities of heterogeneous electrodes. Data analysis with unsupervised learning techniques for planar electrodes revealed that, regardless of the type of WiSE and electrode, cations maintain their solvation spheres when attracted to the negative electrode or repelled by the positive electrode. The behavior of water molecules within the layers closest to the electrode appears to be more sensitive to the chemical nature of the electrode. In porous Ti<small><sub>3</sub></small>C<small><sub>2</sub></small>F<small><sub>2</sub></small> electrodes with a pore size of 12.6 Å, the NaClO<small><sub>4</sub></small> electrolyte demonstrates greater charge accumulation compared to other WiSEs. Furthermore, during the simulation, the charging mechanism of porous electrodes with sodium WiSEs evolves from an initial counter-ion adsorption mechanism to a co-ion desorption mechanism over the simulation time.</p>","PeriodicalId":82,"journal":{"name":"Journal of Materials Chemistry A","volume":" 21","pages":" 15645-15658"},"PeriodicalIF":9.5000,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unveiling the energy storage of supercapacitors containing water-in-salt electrolytes confined in MXenes by molecular dynamics simulations†\",\"authors\":\"Isabel Amaral Silva, Abner M. Sampaio, Mathieu Salanne and Leonardo J. A. Siqueira\",\"doi\":\"10.1039/D5TA01960E\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >In recent decades, the interest in sustainable energy production solutions has surged, driven by the need to control and mitigate the growing impacts of anthropogenic global warming. This increasing focus has emphasized the necessity for effective energy storage solutions. Batteries and supercapacitors are the most prominent and widely utilized energy storage devices. In this context, highly concentrated aqueous electrolytes, known as “Water-in-Salt Electrolytes” (WiSE), offer an efficient, safe, and environmentally friendly alternative to organic solvent electrolytes in energy storage devices. WiSEs are considered excellent electrolyte candidates for supercapacitors and can be combined with various types of electrodes, such as transition metal carbides with two-dimensional (2D) structures, known as MXenes. Here, we present a detailed computational study of WiSEs confined in planar and porous Ti<small><sub>3</sub></small>C<small><sub>2</sub></small>F<small><sub>2</sub></small> electrodes, utilizing molecular dynamics (MD) simulations with an extension of the constant potential method (CPM<small><sub><em>χ</em></sub></small>), which accounts for the different electronegativities of heterogeneous electrodes. Data analysis with unsupervised learning techniques for planar electrodes revealed that, regardless of the type of WiSE and electrode, cations maintain their solvation spheres when attracted to the negative electrode or repelled by the positive electrode. The behavior of water molecules within the layers closest to the electrode appears to be more sensitive to the chemical nature of the electrode. In porous Ti<small><sub>3</sub></small>C<small><sub>2</sub></small>F<small><sub>2</sub></small> electrodes with a pore size of 12.6 Å, the NaClO<small><sub>4</sub></small> electrolyte demonstrates greater charge accumulation compared to other WiSEs. Furthermore, during the simulation, the charging mechanism of porous electrodes with sodium WiSEs evolves from an initial counter-ion adsorption mechanism to a co-ion desorption mechanism over the simulation time.</p>\",\"PeriodicalId\":82,\"journal\":{\"name\":\"Journal of Materials Chemistry A\",\"volume\":\" 21\",\"pages\":\" 15645-15658\"},\"PeriodicalIF\":9.5000,\"publicationDate\":\"2025-04-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Materials Chemistry A\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://pubs.rsc.org/en/content/articlelanding/2025/ta/d5ta01960e\",\"RegionNum\":2,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Materials Chemistry A","FirstCategoryId":"88","ListUrlMain":"https://pubs.rsc.org/en/content/articlelanding/2025/ta/d5ta01960e","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
Unveiling the energy storage of supercapacitors containing water-in-salt electrolytes confined in MXenes by molecular dynamics simulations†
In recent decades, the interest in sustainable energy production solutions has surged, driven by the need to control and mitigate the growing impacts of anthropogenic global warming. This increasing focus has emphasized the necessity for effective energy storage solutions. Batteries and supercapacitors are the most prominent and widely utilized energy storage devices. In this context, highly concentrated aqueous electrolytes, known as “Water-in-Salt Electrolytes” (WiSE), offer an efficient, safe, and environmentally friendly alternative to organic solvent electrolytes in energy storage devices. WiSEs are considered excellent electrolyte candidates for supercapacitors and can be combined with various types of electrodes, such as transition metal carbides with two-dimensional (2D) structures, known as MXenes. Here, we present a detailed computational study of WiSEs confined in planar and porous Ti3C2F2 electrodes, utilizing molecular dynamics (MD) simulations with an extension of the constant potential method (CPMχ), which accounts for the different electronegativities of heterogeneous electrodes. Data analysis with unsupervised learning techniques for planar electrodes revealed that, regardless of the type of WiSE and electrode, cations maintain their solvation spheres when attracted to the negative electrode or repelled by the positive electrode. The behavior of water molecules within the layers closest to the electrode appears to be more sensitive to the chemical nature of the electrode. In porous Ti3C2F2 electrodes with a pore size of 12.6 Å, the NaClO4 electrolyte demonstrates greater charge accumulation compared to other WiSEs. Furthermore, during the simulation, the charging mechanism of porous electrodes with sodium WiSEs evolves from an initial counter-ion adsorption mechanism to a co-ion desorption mechanism over the simulation time.
期刊介绍:
The Journal of Materials Chemistry A, B & C covers a wide range of high-quality studies in the field of materials chemistry, with each section focusing on specific applications of the materials studied. Journal of Materials Chemistry A emphasizes applications in energy and sustainability, including topics such as artificial photosynthesis, batteries, and fuel cells. Journal of Materials Chemistry B focuses on applications in biology and medicine, while Journal of Materials Chemistry C covers applications in optical, magnetic, and electronic devices. Example topic areas within the scope of Journal of Materials Chemistry A include catalysis, green/sustainable materials, sensors, and water treatment, among others.