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Title: Thermodynamically Driven Synthetic Optimization for Cation-Disordered Rock Salt Cathodes

Abstract

Relating the synthesis conditions of materials to their functional performance has long been an experience-based trial-and-error process. However, this methodology is not always efficient in identifying an appropriate protocol and can lead to overlooked opportunities for the performance optimization of materials through simple modifications of the synthesis process. In this work, we systematically track the structural evolution in the synthesis of a representative disordered rocksalt (a promising next-generation Li-ion cathode material) at the scale of both the long-range crystal structure and the short-range atomic structure using various in situ and ex situ techniques, including transmission electron microscopy, X-ray diffraction, and pair distribution function analysis. Further, an optimization strategy is proposed for the synthesis protocol, leading to a remarkably enhanced capacity (specific energy) of 313 mAh g–1 (987 Wh kg–1) at a low rate (20 mA g–1), with a capacity of more than 140 mAh g–1 retained even at a very high cycling rate of 2,000 mA g–1. This strategy is further rationalized using ab initio calculations, and important opportunities for synthetic optimization demonstrated in this study are highlighted.

Authors:
ORCiD logo [1];  [2]; ORCiD logo [3]; ORCiD logo [1]; ORCiD logo [4]; ORCiD logo [1];  [1];  [1];  [2]; ORCiD logo [1]
  1. Univ. of California, Berkeley, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  2. Univ. of California, Berkeley, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). Molecular Foundry
  3. Univ. of California, Berkeley, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); University of Chinese Academy of Sciences, Beijing (China)
  4. Argonne National Lab. (ANL), Argonne, IL (United States). Advanced Photon Source (APS)
Publication Date:
Research Org.:
Stony Brook Univ., NY (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). The Molecular Foundry (TMF) and National Energy Research Scientific Computing Center (NERSC); Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS); Energy Frontier Research Centers (EFRC) (United States). Next Generation Synthesis Center (GENESIS); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Basic Energy Sciences (BES). Materials Sciences & Engineering Division; USDOE Office of Energy Efficiency and Renewable Energy (EERE); National Science Foundation (NSF); USDOE Office of Science (SC), Basic Energy Sciences (BES)
OSTI Identifier:
1865715
Alternate Identifier(s):
OSTI ID: 1863455; OSTI ID: 1909701; OSTI ID: 1963446
Grant/Contract Number:  
SC0019212; AC02-05CH11231; AC02-06CH11357; ACI1053575; DE‐AC02‐05CH11231; DE‐AC02‐06CH11357; AC02-05-CH11231
Resource Type:
Accepted Manuscript
Journal Name:
Advanced Energy Materials
Additional Journal Information:
Journal Volume: 12; Journal Issue: 21; Related Information: aenm202103923-sup-0001-SuppMat.pdf; Journal ID: ISSN 1614-6832
Publisher:
Wiley
Country of Publication:
United States
Language:
English
Subject:
36 MATERIALS SCIENCE; disordered rock salts; Li-ion batteries; short-range order; synthesis science

Citation Formats

Cai, Zijian, Zhang, Ya‐Qian, Lun, Zhengyan, Ouyang, Bin, Gallington, Leighanne C., Sun, Yingzhi, Hau, Han‐Ming, Chen, Yu, Scott, Mary C., and Ceder, Gerbrand. Thermodynamically Driven Synthetic Optimization for Cation-Disordered Rock Salt Cathodes. United States: N. p., 2022. Web. doi:10.1002/aenm.202103923.
Cai, Zijian, Zhang, Ya‐Qian, Lun, Zhengyan, Ouyang, Bin, Gallington, Leighanne C., Sun, Yingzhi, Hau, Han‐Ming, Chen, Yu, Scott, Mary C., & Ceder, Gerbrand. Thermodynamically Driven Synthetic Optimization for Cation-Disordered Rock Salt Cathodes. United States. https://doi.org/10.1002/aenm.202103923
Cai, Zijian, Zhang, Ya‐Qian, Lun, Zhengyan, Ouyang, Bin, Gallington, Leighanne C., Sun, Yingzhi, Hau, Han‐Ming, Chen, Yu, Scott, Mary C., and Ceder, Gerbrand. Sun . "Thermodynamically Driven Synthetic Optimization for Cation-Disordered Rock Salt Cathodes". United States. https://doi.org/10.1002/aenm.202103923. https://www.osti.gov/servlets/purl/1865715.
@article{osti_1865715,
title = {Thermodynamically Driven Synthetic Optimization for Cation-Disordered Rock Salt Cathodes},
author = {Cai, Zijian and Zhang, Ya‐Qian and Lun, Zhengyan and Ouyang, Bin and Gallington, Leighanne C. and Sun, Yingzhi and Hau, Han‐Ming and Chen, Yu and Scott, Mary C. and Ceder, Gerbrand},
abstractNote = {Relating the synthesis conditions of materials to their functional performance has long been an experience-based trial-and-error process. However, this methodology is not always efficient in identifying an appropriate protocol and can lead to overlooked opportunities for the performance optimization of materials through simple modifications of the synthesis process. In this work, we systematically track the structural evolution in the synthesis of a representative disordered rocksalt (a promising next-generation Li-ion cathode material) at the scale of both the long-range crystal structure and the short-range atomic structure using various in situ and ex situ techniques, including transmission electron microscopy, X-ray diffraction, and pair distribution function analysis. Further, an optimization strategy is proposed for the synthesis protocol, leading to a remarkably enhanced capacity (specific energy) of 313 mAh g–1 (987 Wh kg–1) at a low rate (20 mA g–1), with a capacity of more than 140 mAh g–1 retained even at a very high cycling rate of 2,000 mA g–1. This strategy is further rationalized using ab initio calculations, and important opportunities for synthetic optimization demonstrated in this study are highlighted.},
doi = {10.1002/aenm.202103923},
journal = {Advanced Energy Materials},
number = 21,
volume = 12,
place = {United States},
year = {Sun Apr 17 00:00:00 EDT 2022},
month = {Sun Apr 17 00:00:00 EDT 2022}
}

Works referenced in this record:

Electronic properties of random alloys: Special quasirandom structures
journal, November 1990


Perspectives on Cobalt Supply through 2030 in the Face of Changing Demand
journal, February 2020

  • Fu, Xinkai; Beatty, Danielle N.; Gaustad, Gabrielle G.
  • Environmental Science & Technology, Vol. 54, Issue 5
  • DOI: 10.1021/acs.est.9b04975

From ultrasoft pseudopotentials to the projector augmented-wave method
journal, January 1999


Observing and Modeling the Sequential Pairwise Reactions that Drive Solid‐State Ceramic Synthesis
journal, May 2021


Unlocking the Potential of Cation-Disordered Oxides for Rechargeable Lithium Batteries
journal, January 2014


Electron-energy-loss spectra and the structural stability of nickel oxide: An LSDA+U study
journal, January 1998

  • Dudarev, S. L.; Botton, G. A.; Savrasov, S. Y.
  • Physical Review B, Vol. 57, Issue 3, p. 1505-1509
  • DOI: 10.1103/PhysRevB.57.1505

Generalized cluster description of multicomponent systems
journal, November 1984

  • Sanchez, J. M.; Ducastelle, F.; Gratias, D.
  • Physica A: Statistical Mechanics and its Applications, Vol. 128, Issue 1-2
  • DOI: 10.1016/0378-4371(84)90096-7

Computational Design and Preparation of Cation-Disordered Oxides for High-Energy-Density Li-Ion Batteries
journal, May 2016

  • Urban, Alexander; Matts, Ian; Abdellahi, Aziz
  • Advanced Energy Materials, Vol. 6, Issue 15
  • DOI: 10.1002/aenm.201600488

The Effect of Cation Disorder on the Average Li Intercalation Voltage of Transition-Metal Oxides
journal, May 2016


Phase Behavior during Electrochemical Cycling of Ni‐Rich Cathode Materials for Li‐Ion Batteries
journal, December 2020

  • Xu, Chao; Reeves, Philip J.; Jacquet, Quentin
  • Advanced Energy Materials, Vol. 11, Issue 7
  • DOI: 10.1002/aenm.202003404

Design principles for high transition metal capacity in disordered rocksalt Li-ion cathodes
journal, January 2018

  • Kitchaev, Daniil A.; Lun, Zhengyan; Richards, William D.
  • Energy & Environmental Science, Vol. 11, Issue 8
  • DOI: 10.1039/C8EE00816G

Comprehensive Study of Li+/Ni2+ Disorder in Ni-Rich NMCs Cathodes for Li-Ion Batteries
journal, September 2021

  • Orlova, Elena D.; Savina, Aleksandra A.; Abakumov, Sergey A.
  • Symmetry, Vol. 13, Issue 9
  • DOI: 10.3390/sym13091628

Au-Ni nanoparticles: Phase diagram prediction, synthesis, characterization, and thermal stability
journal, September 2017


Cation-disordered rocksalt-type high-entropy cathodes for Li-ion batteries
journal, October 2020


A graph-based network for predicting chemical reaction pathways in solid-state materials synthesis
journal, May 2021

  • McDermott, Matthew J.; Dwaraknath, Shyam S.; Persson, Kristin A.
  • Nature Communications, Vol. 12, Issue 1
  • DOI: 10.1038/s41467-021-23339-x

Electronic-Structure Origin of Cation Disorder in Transition-Metal Oxides
journal, October 2017


Insights into Li/Ni ordering and surface reconstruction during synthesis of Ni-rich layered oxides
journal, January 2019

  • Duan, Yandong; Yang, Luyi; Zhang, Ming-Jian
  • Journal of Materials Chemistry A, Vol. 7, Issue 2
  • DOI: 10.1039/C8TA10553G

High-capacity electrode materials for rechargeable lithium batteries: Li 3 NbO 4 -based system with cation-disordered rocksalt structure
journal, June 2015

  • Yabuuchi, Naoaki; Takeuchi, Mitsue; Nakayama, Masanobu
  • Proceedings of the National Academy of Sciences, Vol. 112, Issue 25
  • DOI: 10.1073/pnas.1504901112

Selective metathesis synthesis of MgCr 2 S 4 by control of thermodynamic driving forces
journal, January 2020

  • Miura, Akira; Ito, Hiroaki; Bartel, Christopher J.
  • Materials Horizons, Vol. 7, Issue 5
  • DOI: 10.1039/C9MH01999E

Hidden structural and chemical order controls lithium transport in cation-disordered oxides for rechargeable batteries
journal, February 2019


A versatile sample-environment cell for non-ambient X-ray scattering experiments
journal, July 2008

  • Chupas, Peter J.; Chapman, Karena W.; Kurtz, Charles
  • Journal of Applied Crystallography, Vol. 41, Issue 4
  • DOI: 10.1107/S0021889808020165

First-principles study of ternary fcc solution phases from special quasirandom structures
journal, October 2007


Thermo-Calc & DICTRA, computational tools for materials science
journal, June 2002


Short‐range ordering in the Li‐rich disordered rock salt cathode material Li 2 VO 2 F revealed by Raman spectroscopy
journal, July 2020

  • Mozhzhukhina, Nataliia; Kullgren, Jolla; Baur, Christian
  • Journal of Raman Spectroscopy, Vol. 51, Issue 10
  • DOI: 10.1002/jrs.5953

Compressive sensing as a paradigm for building physics models
journal, January 2013


Computational Investigation and Experimental Realization of Disordered High-Capacity Li-Ion Cathodes Based on Ni Redox
journal, March 2019


Triggering the electrocatalytic hydrogen evolution activity of the inert two-dimensional MoS 2 surface via single-atom metal doping
journal, January 2015

  • Deng, Jiao; Li, Haobo; Xiao, Jianping
  • Energy & Environmental Science, Vol. 8, Issue 5
  • DOI: 10.1039/C5EE00751H

Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set
journal, July 1996


Effect of Fluorination on Lithium Transport and Short‐Range Order in Disordered‐Rocksalt‐Type Lithium‐Ion Battery Cathodes
journal, March 2020

  • Ouyang, Bin; Artrith, Nongnuch; Lun, Zhengyan
  • Advanced Energy Materials, Vol. 10, Issue 10
  • DOI: 10.1002/aenm.201903240

The interplay between thermodynamics and kinetics in the solid-state synthesis of layered oxides
journal, May 2020

  • Bianchini, Matteo; Wang, Jingyang; Clément, Raphaële J.
  • Nature Materials, Vol. 19, Issue 10
  • DOI: 10.1038/s41563-020-0688-6

Fluorination of Lithium-Excess Transition Metal Oxide Cathode Materials
journal, October 2017

  • Richards, William D.; Dacek, Stephen T.; Kitchaev, Daniil A.
  • Advanced Energy Materials, Vol. 8, Issue 5
  • DOI: 10.1002/aenm.201701533

Improved Cycling Performance of Li-Excess Cation-Disordered Cathode Materials upon Fluorine Substitution
journal, November 2018

  • Lun, Zhengyan; Ouyang, Bin; Kitchaev, Daniil A.
  • Advanced Energy Materials, Vol. 9, Issue 2
  • DOI: 10.1002/aenm.201802959

Design Principles for High-Capacity Mn-Based Cation-Disordered Rocksalt Cathodes
journal, January 2020


Li−Fe−P−O 2 Phase Diagram from First Principles Calculations
journal, February 2008

  • Ong, Shyue Ping; Wang, Lei; Kang, Byoungwoo
  • Chemistry of Materials, Vol. 20, Issue 5
  • DOI: 10.1021/cm702327g

Selectivity in Yttrium Manganese Oxide Synthesis via Local Chemical Potentials in Hyperdimensional Phase Space
journal, September 2021

  • Todd, Paul K.; McDermott, Matthew J.; Rom, Christopher L.
  • Journal of the American Chemical Society, Vol. 143, Issue 37
  • DOI: 10.1021/jacs.1c06229

Understanding the Effect of Cation Disorder on the Voltage Profile of Lithium Transition-Metal Oxides
journal, July 2016


Role of Electronic Structure in the Susceptibility of Metastable Transition-Metal Oxide Structures to Transformation
journal, October 2004

  • Reed, John; Ceder, Gerbrand
  • Chemical Reviews, Vol. 104, Issue 10
  • DOI: 10.1021/cr020733x

In situ studies of a platform for metastable inorganic crystal growth and materials discovery
journal, July 2014

  • Shoemaker, D. P.; Hu, Y. -J.; Chung, D. Y.
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 30
  • DOI: 10.1073/pnas.1406211111

Special quasirandom structures
journal, July 1990


Ultrahigh power and energy density in partially ordered lithium-ion cathode materials
journal, March 2020


The Configurational Space of Rocksalt-Type Oxides for High-Capacity Lithium Battery Electrodes
journal, May 2014

  • Urban, Alexander; Lee, Jinhyuk; Ceder, Gerbrand
  • Advanced Energy Materials, Vol. 4, Issue 13
  • DOI: 10.1002/aenm.201400478

Origin of stabilization and destabilization in solid-state redox reaction of oxide ions for lithium-ion batteries
journal, December 2016

  • Yabuuchi, Naoaki; Nakayama, Masanobu; Takeuchi, Mitsue
  • Nature Communications, Vol. 7, Issue 1
  • DOI: 10.1038/ncomms13814

Oxidation energies of transition metal oxides within the GGA + U framework
journal, May 2006


Toward Reaction-by-Design: Achieving Kinetic Control of Solid State Chemistry with Metathesis
journal, January 2017


Cation-disordered rocksalt transition metal oxides and oxyfluorides for high energy lithium-ion cathodes
journal, January 2020

  • Clément, R. J.; Lun, Z.; Ceder, G.
  • Energy & Environmental Science, Vol. 13, Issue 2
  • DOI: 10.1039/C9EE02803J