Toward New Solvents for EDLCs: From Computational Screening to Electrochemical Validation

The development of innovative electrolytes is a key aspect of improving electrochemical double layer capacitors (EDLCs). New solvents, new conducting salts as well as new ionic liquids need to be considered. To avoid time-consuming “trial and error” experiments, it is desirable to “rationalize” this search for new materials. An important step in this direction is the systematic application of computational screening approaches. Via the fast prediction of the properties of a large number of compounds, for instance all reasonable candidates within a given compound class, such approaches should allow to identify of the most promising candidates for subsequent experiments. In this work we consider the toy system of all reasonable nitrile solvents up to 12 heavy atoms. To investigate if our recently proposed computational screening strategy is a feasible tool for the purpose of rationalizing the search for new EDLC electrolyte materials, we correlate—in the case of EDLCs for the first time—computational screen...

[1]  Hans W. Horn,et al.  ELECTRONIC STRUCTURE CALCULATIONS ON WORKSTATION COMPUTERS: THE PROGRAM SYSTEM TURBOMOLE , 1989 .

[2]  Martin Winter,et al.  Electrochemical double layer capacitor and lithium-ion capacitor based on carbon black , 2011 .

[3]  Brian E. Conway,et al.  Double-layer and pseudocapacitance types of electrochemical capacitors and their applications to the development of hybrid devices , 2003 .

[4]  F. Béguin,et al.  A symmetric carbon/carbon supercapacitor operating at 1.6 V by using a neutral aqueous solution , 2010 .

[5]  Nusret Duygu Yilmazer,et al.  Large-scale virtual high-throughput screening for the identification of new battery electrolyte solvents: computing infrastructure and collective properties. , 2015, Physical chemistry chemical physics : PCCP.

[6]  Y. Abu-Lebdeh,et al.  New electrolytes based on glutaronitrile for high energy/power Li-ion batteries , 2009 .

[7]  Y. Huh,et al.  Computational screening of lactam molecules as solid electrolyte interphase forming additives in lithium-ion batteries , 2014 .

[8]  Stefan Grimme,et al.  Semiempirical GGA‐type density functional constructed with a long‐range dispersion correction , 2006, J. Comput. Chem..

[9]  Florian Weigend,et al.  Auxiliary basis sets for main row atoms and transition metals and their use to approximate Coulomb potentials , 1997 .

[10]  Marco Häser,et al.  Auxiliary basis sets to approximate Coulomb potentials (Chem. Phys. Letters 240 (1995) 283-290) , 1995 .

[11]  Y. Abu-Lebdeh,et al.  High-Voltage Electrolytes Based on Adiponitrile for Li-Ion Batteries , 2009 .

[12]  K. Chiba,et al.  Electrolyte Systems for High Withstand Voltage and Durability I. Linear Sulfones for Electric Double-Layer Capacitors , 2011 .

[13]  A. Becke,et al.  Density-functional exchange-energy approximation with correct asymptotic behavior. , 1988, Physical review. A, General physics.

[14]  M. Mastragostino,et al.  High voltage, asymmetric EDLCs based on xerogel carbon and hydrophobic IL electrolytes , 2008 .

[15]  K. Leung Two-electron reduction of ethylene carbonate: A quantum chemistry re-examination of mechanisms , 2013, 1307.3165.

[16]  F. Béguin,et al.  Exploring the large voltage range of carbon/carbon supercapacitors in aqueous lithium sulfate electrolyte , 2012 .

[17]  Martin Korth,et al.  Large-scale virtual high-throughput screening for the identification of new battery electrolyte solvents: evaluation of electronic structure theory methods. , 2014, Physical chemistry chemical physics : PCCP.

[18]  Y. Gogotsi,et al.  True Performance Metrics in Electrochemical Energy Storage , 2011, Science.

[19]  Kristin A. Persson,et al.  Commentary: The Materials Project: A materials genome approach to accelerating materials innovation , 2013 .

[20]  Colm O'Dwyer,et al.  Recent progress in theoretical and computational investigations of Li-ion battery materials and electrolytes. , 2015, Physical chemistry chemical physics : PCCP.

[21]  Alexander Wokaun,et al.  Aging of electrochemical double layer capacitors with acetonitrile-based electrolyte at elevated voltages , 2010 .

[22]  K. Leung Electronic Structure Modeling of Electrochemical Reactions at Electrode/Electrolyte Interfaces in Lithium Ion Batteries , 2012, 1304.5976.

[23]  J. Perdew,et al.  Density-functional approximation for the correlation energy of the inhomogeneous electron gas. , 1986, Physical review. B, Condensed matter.

[24]  Andrea Balducci,et al.  Adiponitrile-based electrochemical double layer capacitor , 2012 .

[25]  Lei Zhang,et al.  A review of electrode materials for electrochemical supercapacitors. , 2012, Chemical Society reviews.

[26]  Y. Gogotsi,et al.  Materials for electrochemical capacitors. , 2008, Nature materials.

[27]  A. Hollenkamp,et al.  Carbon properties and their role in supercapacitors , 2006 .

[28]  A. Becke Density-functional thermochemistry. III. The role of exact exchange , 1993 .

[29]  M. Frisch,et al.  Ab Initio Calculation of Vibrational Absorption and Circular Dichroism Spectra Using Density Functional Force Fields , 1994 .

[30]  Mathew D. Halls,et al.  High-throughput quantum chemistry and virtual screening for lithium ion battery electrolyte additives , 2010 .

[31]  Grzegorz Lota,et al.  Novel insight into neutral medium as electrolyte for high-voltage supercapacitors , 2012 .

[32]  R. Kühnel,et al.  Mixtures of ionic liquid and organic carbonate as electrolyte with improved safety and performance for rechargeable lithium batteries , 2011 .

[33]  F. Béguin,et al.  Supercapacitors : materials, systems, and applications , 2013 .

[34]  Gregory V. Chase,et al.  The Identification of Stable Solvents for Nonaqueous Rechargeable Li-Air Batteries , 2012 .

[35]  V. Presser,et al.  Carbons and Electrolytes for Advanced Supercapacitors , 2014, Advanced materials.

[36]  Frank Neese,et al.  Accurate theoretical chemistry with coupled pair models. , 2009, Accounts of chemical research.

[37]  Mario Conte,et al.  Supercapacitors Technical Requirements for New Applications , 2010 .

[38]  Pavel Hobza,et al.  A Transferable H-Bonding Correction for Semiempirical Quantum-Chemical Methods. , 2010, Journal of chemical theory and computation.

[39]  S. Grimme,et al.  The lithium-thiophene riddle revisited. , 2011, The journal of physical chemistry. A.

[40]  Martin Korth,et al.  Third-Generation Hydrogen-Bonding Corrections for Semiempirical QM Methods and Force Fields , 2010 .

[41]  A. Burke R&D considerations for the performance and application of electrochemical capacitors , 2007 .

[42]  Dominique Massiot,et al.  Causes of supercapacitors ageing in organic electrolyte , 2007 .

[43]  J. Jacquemin,et al.  Physicochemical Investigation of Adiponitrile-Based Electrolytes for Electrical Double Layer Capacitor , 2014 .

[44]  L. Curtiss,et al.  Atomic-level modeling of organic electrolytes in lithium-ion batteries , 2013 .

[45]  Andrew Cruden,et al.  Energy storage in electrochemical capacitors: designing functional materials to improve performance , 2010 .

[46]  A. Schäfer,et al.  Fully optimized contracted Gaussian basis sets of triple zeta valence quality for atoms Li to Kr , 1994 .

[47]  K. Naoi,et al.  ‘Nanohybrid Capacitor’: The Next Generation Electrochemical Capacitors , 2010 .

[48]  A new conducting salt for high voltage propylene carbonate-based electrochemical double layer capacitors , 2013 .

[49]  P. Taberna,et al.  Electrochemical Characteristics and Impedance Spectroscopy Studies of Carbon-Carbon Supercapacitors , 2003 .

[50]  Alexander Wokaun,et al.  A comparison of the aging of electrochemical double layer capacitors with acetonitrile and propylene carbonate-based electrolytes at elevated voltages , 2010 .

[51]  Michael P. Marshak,et al.  Computational design of molecules for an all-quinone redox flow battery , 2014, Chemical science.

[52]  Lei Cheng,et al.  Accelerating Electrolyte Discovery for Energy Storage with High-Throughput Screening. , 2015, The journal of physical chemistry letters.

[53]  A. Klamt The COSMO and COSMO‐RS solvation models , 2011 .

[54]  P. Balbuena,et al.  Lithium-ion batteries : solid-electrolyte interphase , 2004 .

[55]  K. R. Seddon,et al.  Applications of ionic liquids in the chemical industry. , 2008, Chemical Society reviews.