Carbons with Regular Pore Geometry Yield Fundamental Insights into Supercapacitor Charge Storage
Abstract
We conduct molecular dynamics simulations of electrical double-layer capacitors (EDLCs) using a library of ordered, porous carbon electrode materials called zeolite templated carbons (ZTCs). The well-defined pore shapes of the ZTCs enable us to determine the influence of pore geometry on both charging dynamics and charge storage mechanisms in EDLCs, also referred to as supercapacitors. We show that charging dynamics are negatively correlated with the pore-limiting diameter of the electrode material and display signatures of both progressive charging and ion trapping. However, the equilibrium capacitance, unlike charging dynamics, is not strongly correlated to commonly used, purely geometric descriptors such as pore size. Instead, we find a strong correlation of capacitance to the charge compensation per carbon (CCpC), a descriptor we define in this work as the average charge of the electrode atoms within the coordination shell of a counterion. A high CCpC indicates efficient charge storage, as the strong partial charges of the electrode are able to screen counterion charge, enabling higher ion loading and thus more charge storage within the electrode at a fixed applied voltage. We determine that adsorption sites with a high CCpC tend to be found within pockets with a smaller radius of curvature, where themore »
- Authors:
-
- Univ. of California, Berkeley, CA (United States); École polytechnique fédérale de Lausanne (EPFL), Sion (Switzerland)
- Univ. de Toulouse (France); Federation de Recherche CNRS, Amiens (France)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES). Scientific User Facilities Division; European Research Council (ERC)
- OSTI Identifier:
- 1591831
- Grant/Contract Number:
- AC02-05CH11231; 714581
- Resource Type:
- Accepted Manuscript
- Journal Name:
- ACS Central Science
- Additional Journal Information:
- Journal Volume: 5; Journal Issue: 11; Journal ID: ISSN 2374-7943
- Publisher:
- American Chemical Society (ACS)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 25 ENERGY STORAGE; electrical properties; electrodes; ions; mathematical methods materials
Citation Formats
Liu, Yifei Michelle, Merlet, Céline, and Smit, Berend. Carbons with Regular Pore Geometry Yield Fundamental Insights into Supercapacitor Charge Storage. United States: N. p., 2019.
Web. doi:10.1021/acscentsci.9b00800.
Liu, Yifei Michelle, Merlet, Céline, & Smit, Berend. Carbons with Regular Pore Geometry Yield Fundamental Insights into Supercapacitor Charge Storage. United States. https://doi.org/10.1021/acscentsci.9b00800
Liu, Yifei Michelle, Merlet, Céline, and Smit, Berend. Fri .
"Carbons with Regular Pore Geometry Yield Fundamental Insights into Supercapacitor Charge Storage". United States. https://doi.org/10.1021/acscentsci.9b00800. https://www.osti.gov/servlets/purl/1591831.
@article{osti_1591831,
title = {Carbons with Regular Pore Geometry Yield Fundamental Insights into Supercapacitor Charge Storage},
author = {Liu, Yifei Michelle and Merlet, Céline and Smit, Berend},
abstractNote = {We conduct molecular dynamics simulations of electrical double-layer capacitors (EDLCs) using a library of ordered, porous carbon electrode materials called zeolite templated carbons (ZTCs). The well-defined pore shapes of the ZTCs enable us to determine the influence of pore geometry on both charging dynamics and charge storage mechanisms in EDLCs, also referred to as supercapacitors. We show that charging dynamics are negatively correlated with the pore-limiting diameter of the electrode material and display signatures of both progressive charging and ion trapping. However, the equilibrium capacitance, unlike charging dynamics, is not strongly correlated to commonly used, purely geometric descriptors such as pore size. Instead, we find a strong correlation of capacitance to the charge compensation per carbon (CCpC), a descriptor we define in this work as the average charge of the electrode atoms within the coordination shell of a counterion. A high CCpC indicates efficient charge storage, as the strong partial charges of the electrode are able to screen counterion charge, enabling higher ion loading and thus more charge storage within the electrode at a fixed applied voltage. We determine that adsorption sites with a high CCpC tend to be found within pockets with a smaller radius of curvature, where the counterions are able to minimize their distance with multiple points on the electrode surface, and therefore induce stronger local partial charges.},
doi = {10.1021/acscentsci.9b00800},
journal = {ACS Central Science},
number = 11,
volume = 5,
place = {United States},
year = {2019},
month = {11}
}
Web of Science
Works referenced in this record:
Generating carbon schwarzites via zeolite-templating
dataset, January 2018
- Braun, Efrem; Lee, Yongjin; Moosavi, Seyed Mohamad
- Materials Cloud
Review of Battery Systems for Electrically Powered Vehicles
conference, May 1968
- Ragone, D. V.
- Mid-Year Meeting, SAE Technical Paper Series
Theory of Ragone plots
journal, December 2000
- Christen, Thomas; Carlen, Martin W.
- Journal of Power Sources, Vol. 91, Issue 2
Ueber einige Gesetze der Vertheilung elektrischer Ströme in körperlichen Leitern mit Anwendung auf die thierisch-elektrischen Versuche
journal, January 1853
- Helmholtz, H.
- Annalen der Physik und Chemie, Vol. 165, Issue 6
Studien über electrische Grenzschichten
journal, January 1879
- Helmholtz, H.
- Annalen der Physik und Chemie, Vol. 243, Issue 7
Sur la constitution de la charge électrique à la surface d'un électrolyte
journal, January 1910
- Gouy, M.
- Journal de Physique Théorique et Appliquée, Vol. 9, Issue 1
LI. A contribution to the theory of electrocapillarity
journal, April 1913
- Chapman, David Leonard
- The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science, Vol. 25, Issue 148
Anomalous Increase in Carbon Capacitance at Pore Sizes Less Than 1 Nanometer
journal, September 2006
- Chmiola, J.
- Science, Vol. 313, Issue 5794
Relationship between the nanoporous texture of activated carbons and their capacitance properties in different electrolytes
journal, October 2006
- Raymundo-Piñero, E.; Kierzek, K.; Machnikowski, J.
- Carbon, Vol. 44, Issue 12
A Universal Model for Nanoporous Carbon Supercapacitors Applicable to Diverse Pore Regimes, Carbon Materials, and Electrolytes
journal, July 2008
- Huang, Jingsong; Sumpter, Bobby G.; Meunier, Vincent
- Chemistry - A European Journal, Vol. 14, Issue 22
A superionic state in nano-porous double-layer capacitors: insights from Monte Carlo simulations
journal, January 2011
- Kondrat, S.; Georgi, N.; Fedorov, M. V.
- Physical Chemistry Chemical Physics, Vol. 13, Issue 23
On the molecular origin of supercapacitance in nanoporous carbon electrodes
journal, March 2012
- Merlet, Céline; Rotenberg, Benjamin; Madden, Paul A.
- Nature Materials, Vol. 11, Issue 4
Highly confined ions store charge more efficiently in supercapacitors
journal, October 2013
- Merlet, C.; Péan, C.; Rotenberg, B.
- Nature Communications, Vol. 4, Issue 1
Molecular Insights into Carbon Supercapacitors Based on Room-Temperature Ionic Liquids
journal, September 2013
- Feng, Guang; Li, Song; Presser, Volker
- The Journal of Physical Chemistry Letters, Vol. 4, Issue 19
Accelerating charging dynamics in subnanometre pores
journal, March 2014
- Kondrat, Svyatoslav; Wu, Peng; Qiao, Rui
- Nature Materials, Vol. 13, Issue 4
Quantification of ion confinement and desolvation in nanoporous carbon supercapacitors with modelling and in situ X-ray scattering
journal, January 2017
- Prehal, C.; Koczwara, C.; Jäckel, N.
- Nature Energy, Vol. 2, Issue 3
Nanoporous carbide-derived carbon with tunable pore size
journal, August 2003
- Gogotsi, Yury; Nikitin, Alexei; Ye, Haihui
- Nature Materials, Vol. 2, Issue 9
Ultrahigh-power micrometre-sized supercapacitors based on onion-like carbon
journal, August 2010
- Pech, David; Brunet, Magali; Durou, Hugo
- Nature Nanotechnology, Vol. 5, Issue 9, p. 651-654
Nanoarchitectures for Metal–Organic Framework-Derived Nanoporous Carbons toward Supercapacitor Applications
journal, November 2016
- Salunkhe, Rahul R.; Kaneti, Yusuf Valentino; Kim, Jeonghun
- Accounts of Chemical Research, Vol. 49, Issue 12
Composite Carbon Nanotube/Carbon Electrodes for Electrical Double-Layer Super Capacitors
journal, January 2012
- Noked, Malachi; Okashy, Sivan; Zimrin, Tomer
- Angewandte Chemie International Edition, Vol. 51, Issue 7
Nanoarchitectured Graphene-Based Supercapacitors for Next-Generation Energy-Storage Applications
journal, September 2014
- Salunkhe, Rahul R.; Lee, Ying-Hui; Chang, Kuo-Hsin
- Chemistry - A European Journal, Vol. 20, Issue 43
Efficient storage mechanisms for building better supercapacitors
journal, May 2016
- Salanne, M.; Rotenberg, B.; Naoi, K.
- Nature Energy, Vol. 1, Issue 6
New Perspectives on the Charging Mechanisms of Supercapacitors
journal, April 2016
- Forse, Alexander C.; Merlet, Céline; Griffin, John M.
- Journal of the American Chemical Society, Vol. 138, Issue 18
Templated Nanocarbons for Energy Storage
journal, July 2012
- Nishihara, Hirotomo; Kyotani, Takashi
- Advanced Materials, Vol. 24, Issue 33, p. 4473-4498
Zeolite-templated carbons – three-dimensional microporous graphene frameworks
journal, January 2018
- Nishihara, H.; Kyotani, T.
- Chemical Communications, Vol. 54, Issue 45
Investigation of the Ion Storage/Transfer Behavior in an Electrical Double-Layer Capacitor by Using Ordered Microporous Carbons as Model Materials
journal, May 2009
- Nishihara, Hirotomo; Itoi, Hiroyuki; Kogure, Taichi
- Chemistry - A European Journal, Vol. 15, Issue 21
Three-Dimensionally Arrayed and Mutually Connected 1.2-nm Nanopores for High-Performance Electric Double Layer Capacitor
journal, February 2011
- Itoi, Hiroyuki; Nishihara, Hirotomo; Kogure, Taichi
- Journal of the American Chemical Society, Vol. 133, Issue 5
Increasing Capacitance of Zeolite-Templated Carbons in Electric Double Layer Capacitors
journal, January 2015
- Moon, Jong Seok; Kim, Hyea; Lee, Dong-Chan
- Journal of The Electrochemical Society, Vol. 162, Issue 5
Ultraporous nitrogen-doped zeolite-templated carbon for high power density aqueous-based supercapacitors
journal, April 2018
- Mostazo-López, María José; Ruiz-Rosas, Ramiro; Castro-Muñiz, Alberto
- Carbon, Vol. 129
Lanthanum-catalysed synthesis of microporous 3D graphene-like carbons in a zeolite template
journal, June 2016
- Kim, Kyoungsoo; Lee, Taekyoung; Kwon, Yonghyun
- Nature, Vol. 535, Issue 7610
First zeolite carbon replica with a well resolved X-ray diffraction pattern
journal, January 2006
- Gaslain, Fabrice O. M.; Parmentier, Julien; Valtchev, Valentin P.
- Chemical Communications, Issue 9
Generating carbon schwarzites via zeolite-templating
journal, August 2018
- Braun, Efrem; Lee, Yongjin; Moosavi, Seyed Mohamad
- Proceedings of the National Academy of Sciences, Vol. 115, Issue 35
The role and utilization of pseudocapacitance for energy storage by supercapacitors
journal, May 1997
- Conway, B. E.; Birss, V.; Wojtowicz, J.
- Journal of Power Sources, Vol. 66, Issue 1-2
On the Dynamics of Charging in Nanoporous Carbon-Based Supercapacitors
journal, January 2014
- Péan, Clarisse; Merlet, Céline; Rotenberg, Benjamin
- ACS Nano, Vol. 8, Issue 2
Connections Matter: On the Importance of Pore Percolation for Nanoporous Supercapacitors
journal, July 2019
- Vasilyev, Oleg A.; Kornyshev, Alexei A.; Kondrat, Svyatoslav
- ACS Applied Energy Materials, Vol. 2, Issue 8
Charge Me Slowly, I Am in a Hurry: Optimizing Charge–Discharge Cycles in Nanoporous Supercapacitors
journal, August 2018
- Breitsprecher, Konrad; Holm, Christian; Kondrat, Svyatoslav
- ACS Nano, Vol. 12, Issue 10
Relation between the Ion Size and Pore Size for an Electric Double-Layer Capacitor
journal, March 2008
- Largeot, Celine; Portet, Cristelle; Chmiola, John
- Journal of the American Chemical Society, Vol. 130, Issue 9
Anomalous or regular capacitance? The influence of pore size dispersity on double-layer formation
journal, September 2016
- Jäckel, N.; Rodner, M.; Schreiber, A.
- Journal of Power Sources, Vol. 326
Quantitative Nano-Structure–Property Relationships for the Nanoporous Carbon: Predicting the Performance of Energy Storage Materials
journal, July 2018
- Käärik, Maike; Maran, Uko; Arulepp, Mati
- ACS Applied Energy Materials, Vol. 1, Issue 8
Oscillation of Capacitance inside Nanopores
journal, December 2011
- Jiang, De-en; Jin, Zhehui; Wu, Jianzhong
- Nano Letters, Vol. 11, Issue 12
Complex Capacitance Scaling in Ionic Liquids-Filled Nanopores
journal, October 2011
- Wu, Peng; Huang, Jingsong; Meunier, Vincent
- ACS Nano, Vol. 5, Issue 11
Supercapacitor Capacitance Exhibits Oscillatory Behavior as a Function of Nanopore Size
journal, October 2011
- Feng, Guang; Cummings, Peter T.
- The Journal of Physical Chemistry Letters, Vol. 2, Issue 22
Structural Characterization of Zeolite Beta
journal, December 1988
- Newsam, J. M.; Treacy, M. M. J.; Koetsier, W. T.
- Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 420, Issue 1859
Insights on the synthesis mechanism of green phenolic resin derived porous carbons via a salt-soft templating approach
journal, November 2016
- Nita, Cristina; Bensafia, Mahmoud; Vaulot, Cyril
- Carbon, Vol. 109
On representing chemical environments
journal, May 2013
- Bartók, Albert P.; Kondor, Risi; Csányi, Gábor
- Physical Review B, Vol. 87, Issue 18
Ewald summation for systems with slab geometry
journal, August 1999
- Yeh, In-Chul; Berkowitz, Max L.
- The Journal of Chemical Physics, Vol. 111, Issue 7
An Improved Four-Site Ionic Liquid Model
journal, October 2010
- Roy, Durba; Maroncelli, Mark
- The Journal of Physical Chemistry B, Vol. 114, Issue 39
A computer simulation study of the dielectric properties of a model of methyl cyanide: I. The rigid dipole case
journal, April 1984
- Edwards, Duncan M. F.; Madden, Paul A.; McDonald, Ian R.
- Molecular Physics, Vol. 51, Issue 5
Numerical integration of the cartesian equations of motion of a system with constraints: molecular dynamics of n-alkanes
journal, March 1977
- Ryckaert, Jean-Paul; Ciccotti, Giovanni; Berendsen, Herman J. C.
- Journal of Computational Physics, Vol. 23, Issue 3
Rattle: A “velocity” version of the shake algorithm for molecular dynamics calculations
journal, October 1983
- Andersen, Hans C.
- Journal of Computational Physics, Vol. 52, Issue 1
Influence of surface topology and electrostatic potential on water/electrode systems
journal, January 1995
- Siepmann, J. Ilja; Sprik, Michiel
- The Journal of Chemical Physics, Vol. 102, Issue 1
Electrochemical interface between an ionic liquid and a model metallic electrode
journal, February 2007
- Reed, Stewart K.; Lanning, Oliver J.; Madden, Paul A.
- The Journal of Chemical Physics, Vol. 126, Issue 8
Influence of solvation on the structural and capacitive properties of electrical double layer capacitors
journal, July 2013
- Merlet, Céline; Salanne, Mathieu; Rotenberg, Benjamin
- Electrochimica Acta, Vol. 101
Modeling the structural evolution of carbide-derived carbons using quenched molecular dynamics
journal, April 2010
- Palmer, J. C.; Llobet, A.; Yeon, S. -H.
- Carbon, Vol. 48, Issue 4
Algorithms and tools for high-throughput geometry-based analysis of crystalline porous materials
journal, February 2012
- Willems, Thomas F.; Rycroft, Chris H.; Kazi, Michaeel
- Microporous and Mesoporous Materials, Vol. 149, Issue 1
VMD: Visual molecular dynamics
journal, February 1996
- Humphrey, William; Dalke, Andrew; Schulten, Klaus
- Journal of Molecular Graphics, Vol. 14, Issue 1
Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995
- Plimpton, Steve
- Journal of Computational Physics, Vol. 117, Issue 1
Nosé–Hoover chains: The canonical ensemble via continuous dynamics
journal, August 1992
- Martyna, Glenn J.; Klein, Michael L.; Tuckerman, Mark
- The Journal of Chemical Physics, Vol. 97, Issue 4
Simulating Supercapacitors: Can We Model Electrodes As Constant Charge Surfaces?
journal, December 2012
- Merlet, Céline; Péan, Clarisse; Rotenberg, Benjamin
- The Journal of Physical Chemistry Letters, Vol. 4, Issue 2
Evaluation of the constant potential method in simulating electric double-layer capacitors
journal, November 2014
- Wang, Zhenxing; Yang, Yang; Olmsted, David L.
- The Journal of Chemical Physics, Vol. 141, Issue 18