DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Spatial quantification of dynamic inter and intra particle crystallographic heterogeneities within lithium ion electrodes

Abstract

The performance of lithium ion electrodes is hindered by unfavorable chemical heterogeneities that pre-exist or develop during operation. Time-resolved spatial descriptions are needed to understand the link between such heterogeneities and a cell's performance. Here, operando high-resolution X-ray diffraction-computed tomography is used to spatially and temporally quantify crystallographic heterogeneities within and between particles throughout both fresh and degraded LixMn2O4 electrodes. This imaging technique facilitates identification of stoichiometric differences between particles and stoichiometric gradients and phase heterogeneities within particles. Through radial quantification of phase fractions, the response of distinct particles to lithiation is found to vary; most particles contain localized regions that transition to rock salt LiMnO2 within the first cycle. Other particles contain monoclinic Li2MnO3 near the surface and almost pure spinel LixMn2O4 near the core. Following 150 cycles, concentrations of LiMnO2 and Li2MnO3 significantly increase and widely vary between particles.

Authors:
ORCiD logo [1]; ORCiD logo [2];  [3]; ORCiD logo [3];  [4];  [5];  [6];  [7]; ORCiD logo [8];  [3];  [3]; ORCiD logo [1]
  1. National Renewable Energy Lab. (NREL), Golden, CO (United States)
  2. European Synchrotron Radiation Facility (ESRF), Grenoble (France); Finden Limited, Abingdon (United Kingdom); Univ. College London (United Kingdom)
  3. Univ. College London (United Kingdom); The Faraday Inst. (United Kingdom)
  4. Univ. College London (United Kingdom)
  5. National Renewable Energy Lab. (NREL), Golden, CO (United States); Colorado School of Mines, Golden, CO (United States)
  6. European Synchrotron Radiation Facility (ESRF), Grenoble (France)
  7. Finden Limited, Abingdon (United Kingdom)
  8. Finden Limited, Abingdon (United Kingdom); Univ. College London (United Kingdom); Science and Technology Facilities Council (STFC), Oxford (United Kingdom). Rutherford Appleton Lab. (RAL)
Publication Date:
Research Org.:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Org.:
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Vehicle Technologies Office (EE-3V); European Union Horizon 2020 Research and Innovation Program; Royal Academy of Engineering; The Faraday Institution
OSTI Identifier:
1601577
Report Number(s):
NREL/JA-5400-75809
Journal ID: ISSN 2041-1723
Grant/Contract Number:  
AC36-08GO28308; 679933; EP/S003053/1
Resource Type:
Accepted Manuscript
Journal Name:
Nature Communications
Additional Journal Information:
Journal Volume: 11; Journal Issue: 1; Journal ID: ISSN 2041-1723
Publisher:
Nature Publishing Group
Country of Publication:
United States
Language:
English
Subject:
25 ENERGY STORAGE; lithium ion batteries; x-ray diffraction; computed tomography; crystallography

Citation Formats

Finegan, Donal P., Vamvakeros, Antonis, Tan, Chun, Heenan, Thomas M. M., Daemi, Sohrab R., Seitzman, Natalie, Di Michiel, Marco, Jacques, Simon, Beale, Andrew M., Brett, Dan J. L., Shearing, Paul R., and Smith, Kandler. Spatial quantification of dynamic inter and intra particle crystallographic heterogeneities within lithium ion electrodes. United States: N. p., 2020. Web. doi:10.1038/s41467-020-14467-x.
Finegan, Donal P., Vamvakeros, Antonis, Tan, Chun, Heenan, Thomas M. M., Daemi, Sohrab R., Seitzman, Natalie, Di Michiel, Marco, Jacques, Simon, Beale, Andrew M., Brett, Dan J. L., Shearing, Paul R., & Smith, Kandler. Spatial quantification of dynamic inter and intra particle crystallographic heterogeneities within lithium ion electrodes. United States. https://doi.org/10.1038/s41467-020-14467-x
Finegan, Donal P., Vamvakeros, Antonis, Tan, Chun, Heenan, Thomas M. M., Daemi, Sohrab R., Seitzman, Natalie, Di Michiel, Marco, Jacques, Simon, Beale, Andrew M., Brett, Dan J. L., Shearing, Paul R., and Smith, Kandler. Fri . "Spatial quantification of dynamic inter and intra particle crystallographic heterogeneities within lithium ion electrodes". United States. https://doi.org/10.1038/s41467-020-14467-x. https://www.osti.gov/servlets/purl/1601577.
@article{osti_1601577,
title = {Spatial quantification of dynamic inter and intra particle crystallographic heterogeneities within lithium ion electrodes},
author = {Finegan, Donal P. and Vamvakeros, Antonis and Tan, Chun and Heenan, Thomas M. M. and Daemi, Sohrab R. and Seitzman, Natalie and Di Michiel, Marco and Jacques, Simon and Beale, Andrew M. and Brett, Dan J. L. and Shearing, Paul R. and Smith, Kandler},
abstractNote = {The performance of lithium ion electrodes is hindered by unfavorable chemical heterogeneities that pre-exist or develop during operation. Time-resolved spatial descriptions are needed to understand the link between such heterogeneities and a cell's performance. Here, operando high-resolution X-ray diffraction-computed tomography is used to spatially and temporally quantify crystallographic heterogeneities within and between particles throughout both fresh and degraded LixMn2O4 electrodes. This imaging technique facilitates identification of stoichiometric differences between particles and stoichiometric gradients and phase heterogeneities within particles. Through radial quantification of phase fractions, the response of distinct particles to lithiation is found to vary; most particles contain localized regions that transition to rock salt LiMnO2 within the first cycle. Other particles contain monoclinic Li2MnO3 near the surface and almost pure spinel LixMn2O4 near the core. Following 150 cycles, concentrations of LiMnO2 and Li2MnO3 significantly increase and widely vary between particles.},
doi = {10.1038/s41467-020-14467-x},
journal = {Nature Communications},
number = 1,
volume = 11,
place = {United States},
year = {Fri Jan 31 00:00:00 EST 2020},
month = {Fri Jan 31 00:00:00 EST 2020}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 96 works
Citation information provided by
Web of Science

Save / Share:

Works referenced in this record:

Electrochemical extraction of lithium from LiMn2O4
journal, February 1984


Improved capacity retention in rechargeable 4 V lithium/lithium-manganese oxide (spinel) cells
journal, April 1994


Numerical Simulation of the Effect of the Dissolution of LiMn[sub 2]O[sub 4] Particles on Li-Ion Battery Performance
journal, January 2011

  • Park, Jonghyun; Seo, Jeong Hun; Plett, Gregory
  • Electrochemical and Solid-State Letters, Vol. 14, Issue 2
  • DOI: 10.1149/1.3516619

Probing the structure of heterogeneous diluted materials by diffraction tomography
journal, April 2008

  • Bleuet, Pierre; Welcomme, Eléonore; Dooryhée, Eric
  • Nature Materials, Vol. 7, Issue 6
  • DOI: 10.1038/nmat2168

“Electrochemical Shock” of Intercalation Electrodes: A Fracture Mechanics Analysis
journal, January 2010

  • Woodford, William H.; Chiang, Yet-Ming; Carter, W. Craig
  • Journal of The Electrochemical Society, Vol. 157, Issue 10
  • DOI: 10.1149/1.3464773

Homogeneity of lithium distribution in cylinder-type Li-ion batteries
journal, December 2015

  • Senyshyn, A.; Mühlbauer, M. J.; Dolotko, O.
  • Scientific Reports, Vol. 5, Issue 1
  • DOI: 10.1038/srep18380

Spinel materials for Li-ion batteries: new insights obtained by operando neutron and synchrotron X-ray diffraction
journal, November 2015

  • Bianchini, Matteo; Fauth, François; Suard, Emmanuelle
  • Acta Crystallographica Section B Structural Science, Crystal Engineering and Materials, Vol. 71, Issue 6
  • DOI: 10.1107/S2052520615017199

Quantification of Heterogeneous Degradation in Li‐Ion Batteries
journal, May 2019


Mn(II) deposition on anodes and its effects on capacity fade in spinel lithium manganate–carbon systems
journal, September 2013

  • Zhan, Chun; Lu, Jun; Jeremy Kropf, A.
  • Nature Communications, Vol. 4, Issue 1
  • DOI: 10.1038/ncomms3437

5D operando tomographic diffraction imaging of a catalyst bed
journal, November 2018


The LiMn2O4 to λ-MnO2 phase transition studied by in situ neutron diffraction
journal, September 2001


Dynamic X-Ray Diffraction Computed Tomography Reveals Real-Time Insight into Catalyst Active Phase Evolution
journal, September 2011

  • Jacques, Simon D. M.; Di Michiel, Marco; Beale, Andrew M.
  • Angewandte Chemie International Edition, Vol. 50, Issue 43
  • DOI: 10.1002/anie.201104604

Real-time diffraction computed tomography data reduction
journal, February 2018

  • Kieffer, J.; Petitdemange, S.; Vincent, T.
  • Journal of Synchrotron Radiation, Vol. 25, Issue 2
  • DOI: 10.1107/S1600577518000607

Propagation topography of redox phase transformations in heterogeneous layered oxide cathode materials
journal, July 2018


Progress towards five dimensional diffraction imaging of functional materials under process conditions
journal, October 2014

  • Beale, Andrew M.; Jacques, Simon D. M.; Gibson, Emma K.
  • Coordination Chemistry Reviews, Vol. 277-278
  • DOI: 10.1016/j.ccr.2014.05.008

Connecting Particle Fracture with Electrochemical Impedance in Li X Mn 2 O 4
journal, January 2017

  • McGrogan, Frank P.; Bishop, Sean R.; Chiang, Yet-Ming
  • Journal of The Electrochemical Society, Vol. 164, Issue 14
  • DOI: 10.1149/2.0941714jes

Li-Rich Li 1+ x Mn 2– x O 4 Spinel Electrode Materials: An Operando Neutron Diffraction Study during Li + Extraction/Insertion
journal, October 2014

  • Bianchini, Matteo; Suard, Emmanuelle; Croguennec, Laurence
  • The Journal of Physical Chemistry C, Vol. 118, Issue 45
  • DOI: 10.1021/jp509027g

Design and performance of an electrochemical in-situ cell for high resolution full-pattern X-ray powder diffraction
journal, May 2005


Spatially Resolving Lithiation in Silicon–Graphite Composite Electrodes via in Situ High-Energy X-ray Diffraction Computed Tomography
journal, April 2019


Quantifying lithium concentration gradients in the graphite electrode of Li-ion cells using operando energy dispersive X-ray diffraction
journal, January 2019

  • Yao, Koffi P. C.; Okasinski, John S.; Kalaga, Kaushik
  • Energy & Environmental Science, Vol. 12, Issue 2
  • DOI: 10.1039/C8EE02373E

Feasibility study of x-ray diffraction computed tomography for medical imaging
journal, October 1998


Developments in X-ray tomography characterization for electrochemical devices
journal, December 2019


The quest for manganese-rich electrodes for lithium batteries: strategic design and electrochemical behavior
journal, January 2018

  • Thackeray, M. M.; Croy, J. R.; Lee, Eungje
  • Sustainable Energy & Fuels, Vol. 2, Issue 7
  • DOI: 10.1039/C8SE00157J

High‐Voltage Charging‐Induced Strain, Heterogeneity, and Micro‐Cracks in Secondary Particles of a Nickel‐Rich Layered Cathode Material
journal, March 2019

  • Mao, Yuwei; Wang, Xuelong; Xia, Sihao
  • Advanced Functional Materials, Vol. 29, Issue 18
  • DOI: 10.1002/adfm.201900247

Design of next-generation ceramic fuel cells and real-time characterization with synchrotron X-ray diffraction computed tomography
journal, April 2019


X-ray diffraction study on phase transition of orthorhombic LiMnO2 in electrochemical conversions
journal, July 2007


Chemomechanical fatigue of LiMn1.95Al0.05O4 electrodes for lithium-ion batteries
journal, January 2018


Technological, economic and environmental prospects of all-electric aircraft
journal, December 2018


Effectively suppressing dissolution of manganese from spinel lithium manganate via a nanoscale surface-doping approach
journal, December 2014

  • Lu, Jun; Zhan, Chun; Wu, Tianpin
  • Nature Communications, Vol. 5, Issue 1
  • DOI: 10.1038/ncomms6693

The fast azimuthal integration Python library: pyFAI
journal, March 2015

  • Ashiotis, Giannis; Deschildre, Aurore; Nawaz, Zubair
  • Journal of Applied Crystallography, Vol. 48, Issue 2
  • DOI: 10.1107/S1600576715004306

Effects of Inhomogeneities—Nanoscale to Mesoscale—on the Durability of Li-Ion Batteries
journal, February 2013

  • Harris, Stephen J.; Lu, Peng
  • The Journal of Physical Chemistry C, Vol. 117, Issue 13
  • DOI: 10.1021/jp311431z

Charge Heterogeneity and Surface Chemistry in Polycrystalline Cathode Materials
journal, March 2018


Emerging In Situ and Operando Nanoscale X-Ray Imaging Techniques for Energy Storage Materials
journal, February 2015

  • Nelson Weker, Johanna; Toney, Michael F.
  • Advanced Functional Materials, Vol. 25, Issue 11
  • DOI: 10.1002/adfm.201403409

Rapidly falling costs of battery packs for electric vehicles
journal, March 2015


Transition Metal Dissolution, Ion Migration, Electrocatalytic Reduction and Capacity Loss in Lithium-Ion Full Cells
journal, December 2016

  • Gilbert, James A.; Shkrob, Ilya A.; Abraham, Daniel P.
  • Journal of The Electrochemical Society, Vol. 164, Issue 2
  • DOI: 10.1149/2.1111702jes

Nano-structural changes in Li-ion battery cathodes during cycling revealed by FIB-SEM serial sectioning tomography
journal, January 2015

  • Song, Bohang; Sui, Tan; Ying, Siqi
  • Journal of Materials Chemistry A, Vol. 3, Issue 35
  • DOI: 10.1039/C5TA04151A

Structural Fatigue in Spinel Electrodes in High Voltage (4 V) Li/Li[sub x]Mn[sub 2]O[sub 4] Cells
journal, January 1999

  • Thackeray, Michael M.
  • Electrochemical and Solid-State Letters, Vol. 1, Issue 1
  • DOI: 10.1149/1.1390617

Electrochemical kinetics of the 0.5Li2MnO3·0.5LiMn0.42Ni0.42Co0.16O2 ‘composite’ layered cathode material for lithium-ion batteries
journal, January 2012

  • Yu, Haijun; Wang, Yarong; Asakura, Daisuke
  • RSC Advances, Vol. 2, Issue 23
  • DOI: 10.1039/c2ra20772a

Structural Changes of LiMn[sub 2]O[sub 4] Spinel Electrodes during Electrochemical Cycling
journal, January 1999

  • Choa, Jaephil
  • Journal of The Electrochemical Society, Vol. 146, Issue 10
  • DOI: 10.1149/1.1392517

Quantifying Reaction and Rate Heterogeneity in Battery Electrodes in 3D through Operando X-ray Diffraction Computed Tomography
journal, April 2019

  • Liu, Hao; Kazemiabnavi, Saeed; Grenier, Antonin
  • ACS Applied Materials & Interfaces, Vol. 11, Issue 20
  • DOI: 10.1021/acsami.9b02173

TOPAS and TOPAS-Academic : an optimization program integrating computer algebra and crystallographic objects written in C++
journal, February 2018


Removing multiple outliers and single-crystal artefacts from X-ray diffraction computed tomography data
journal, November 2015

  • Vamvakeros, Antonios; Jacques, Simon D. M.; Di Michiel, Marco
  • Journal of Applied Crystallography, Vol. 48, Issue 6
  • DOI: 10.1107/S1600576715020701

On the fragmentation of active material secondary particles in lithium ion battery cathodes induced by charge cycling
journal, December 2016


Lithium insertion into manganese spinels
journal, April 1983

  • Thackeray, M. M.; David, W. I. F.; Bruce, P. G.
  • Materials Research Bulletin, Vol. 18, Issue 4, p. 461-472
  • DOI: 10.1016/0025-5408(83)90138-1

Review—Manganese Dissolution from Spinel Cathode: Few Unanswered Questions
journal, December 2016

  • Bhandari, Arihant; Bhattacharya, Jishnu
  • Journal of The Electrochemical Society, Vol. 164, Issue 2
  • DOI: 10.1149/2.0101614jes

Chemical Structures of Specific Sodium Ion Battery Components Determined by Operando Pair Distribution Function and X-ray Diffraction Computed Tomography
journal, August 2017

  • Sottmann, Jonas; Di Michiel, Marco; Fjellvåg, Helmer
  • Angewandte Chemie International Edition, Vol. 56, Issue 38
  • DOI: 10.1002/anie.201704271

X-ray diffraction computed tomography: X-ray diffraction computed tomography
journal, July 1987

  • Harding, G.; Kosanetzky, J.; Neitzel, U.
  • Medical Physics, Vol. 14, Issue 4
  • DOI: 10.1118/1.596063

Evolution of Electrochemical Cell Designs for In-Situ and Operando 3D Characterization
journal, November 2018

  • Tan, Chun; Daemi, Sohrab; Taiwo, Oluwadamilola
  • Materials, Vol. 11, Issue 11
  • DOI: 10.3390/ma11112157

In situ neutron powder diffraction studies of lithium-ion batteries
journal, October 2011

  • Sharma, Neeraj; Peterson, Vanessa K.
  • Journal of Solid State Electrochemistry, Vol. 16, Issue 5
  • DOI: 10.1007/s10008-011-1567-5

X-Ray Diffraction Computed Tomography for Structural Analysis of Electrode Materials in Batteries
journal, January 2015

  • Jensen, Kirsten M. Ø.; Yang, Xiaohao; Laveda, Josefa Vidal
  • Journal of The Electrochemical Society, Vol. 162, Issue 7
  • DOI: 10.1149/2.0771507jes

Development of manganese-rich cathodes as alternatives to nickel-rich chemistries
journal, September 2019


Preparation of a new crystal form of manganese dioxide: λ-MnO2
journal, September 1981


Topotactic Reactions, Structural Studies, and Lithium Intercalation in Cation-Deficient Spinels with Formula Close to Li2Mn4O9
journal, August 2001

  • Palos, A. Ibarra; Anne, M.; Strobel, P.
  • Journal of Solid State Chemistry, Vol. 160, Issue 1
  • DOI: 10.1006/jssc.2001.9200

Surface-to-Bulk Redox Coupling through Thermally Driven Li Redistribution in Li- and Mn-Rich Layered Cathode Materials
journal, July 2019

  • Li, Shaofeng; Lee, Sang-Jun; Wang, Xuelong
  • Journal of the American Chemical Society, Vol. 141, Issue 30
  • DOI: 10.1021/jacs.9b05349

Quantifying Bulk Electrode Strain and Material Displacement within Lithium Batteries via High-Speed Operando Tomography and Digital Volume Correlation
journal, December 2015

  • Finegan, Donal P.; Tudisco, Erika; Scheel, Mario
  • Advanced Science, Vol. 3, Issue 3
  • DOI: 10.1002/advs.201500332

Visualization of Electrochemical Reactions in Battery Materials with X-ray Microscopy and Mapping
journal, April 2017


Dynamic X-Ray Diffraction Computed Tomography Reveals Real-Time Insight into Catalyst Active Phase Evolution
journal, September 2011

  • Jacques, Simon D. M.; Di Michiel, Marco; Beale, Andrew M.
  • Angewandte Chemie, Vol. 123, Issue 43
  • DOI: 10.1002/ange.201104604

Chemical Structures of Specific Sodium Ion Battery Components Determined by Operando Pair Distribution Function and X-ray Diffraction Computed Tomography
journal, August 2017

  • Sottmann, Jonas; Di Michiel, Marco; Fjellvåg, Helmer
  • Angewandte Chemie, Vol. 129, Issue 38
  • DOI: 10.1002/ange.201704271

Probing the structure of heterogeneous diluted materials by diffraction tomography
journal, August 2008

  • Hodeau, J. -L.; Bleuet, P.; Welcomme, E.
  • Acta Crystallographica Section A Foundations of Crystallography, Vol. 64, Issue a1
  • DOI: 10.1107/s0108767308098279

Homogeneity of lithium distribution in cylinder-type Li-ion batteries
text, January 2015


X-Ray Diffraction Computed Tomography for Structural Analysis of Electrode Materials in Batteries
text, January 2015

  • Jensen, Kirsten M. Ø.; Yang, Xiaohao; Laveda, Josefa Vidal
  • Columbia University
  • DOI: 10.7916/d8ms3t86

Quantifying Bulk Electrode Strain and Material Displacement within Lithium Batteries via High-Speed Operando Tomography and Digital Volume Correlation
journal, December 2015

  • Finegan, Donal P.; Tudisco, Erika; Scheel, Mario
  • Advanced Science, Vol. 3, Issue 3
  • DOI: 10.1002/advs.201500332

Quantification of Heterogeneous Degradation in Li‐Ion Batteries
journal, May 2019


Topotactic Reactions, Structural Studies, and Lithium Intercalation in Cation-Deficient Spinels with Formula Close to Li2Mn4O9
journal, August 2001

  • Palos, A. Ibarra; Anne, M.; Strobel, P.
  • Journal of Solid State Chemistry, Vol. 160, Issue 1
  • DOI: 10.1006/jssc.2001.9200

In situ neutron powder diffraction studies of lithium-ion batteries
journal, October 2011

  • Sharma, Neeraj; Peterson, Vanessa K.
  • Journal of Solid State Electrochemistry, Vol. 16, Issue 5
  • DOI: 10.1007/s10008-011-1567-5

Preparation of a new crystal form of manganese dioxide: λ-MnO2
journal, September 1981


Lithium insertion into manganese spinels
journal, April 1983

  • Thackeray, M. M.; David, W. I. F.; Bruce, P. G.
  • Materials Research Bulletin, Vol. 18, Issue 4, p. 461-472
  • DOI: 10.1016/0025-5408(83)90138-1

Electrochemical extraction of lithium from LiMn2O4
journal, February 1984


Improved capacity retention in rechargeable 4 V lithium/lithium-manganese oxide (spinel) cells
journal, April 1994


Progress towards five dimensional diffraction imaging of functional materials under process conditions
journal, October 2014

  • Beale, Andrew M.; Jacques, Simon D. M.; Gibson, Emma K.
  • Coordination Chemistry Reviews, Vol. 277-278
  • DOI: 10.1016/j.ccr.2014.05.008

Chemomechanical fatigue of LiMn1.95Al0.05O4 electrodes for lithium-ion batteries
journal, January 2018


Charge Heterogeneity and Surface Chemistry in Polycrystalline Cathode Materials
journal, March 2018


Development of manganese-rich cathodes as alternatives to nickel-rich chemistries
journal, September 2019


Manganese oxides for lithium batteries
journal, January 1997


Spatially Resolving Lithiation in Silicon–Graphite Composite Electrodes via in Situ High-Energy X-ray Diffraction Computed Tomography
journal, April 2019


Surface-to-Bulk Redox Coupling through Thermally Driven Li Redistribution in Li- and Mn-Rich Layered Cathode Materials
journal, July 2019

  • Li, Shaofeng; Lee, Sang-Jun; Wang, Xuelong
  • Journal of the American Chemical Society, Vol. 141, Issue 30
  • DOI: 10.1021/jacs.9b05349

Li-Rich Li 1+ x Mn 2– x O 4 Spinel Electrode Materials: An Operando Neutron Diffraction Study during Li + Extraction/Insertion
journal, October 2014

  • Bianchini, Matteo; Suard, Emmanuelle; Croguennec, Laurence
  • The Journal of Physical Chemistry C, Vol. 118, Issue 45
  • DOI: 10.1021/jp509027g

Mn(II) deposition on anodes and its effects on capacity fade in spinel lithium manganate–carbon systems
journal, September 2013

  • Zhan, Chun; Lu, Jun; Jeremy Kropf, A.
  • Nature Communications, Vol. 4, Issue 1
  • DOI: 10.1038/ncomms3437

Effectively suppressing dissolution of manganese from spinel lithium manganate via a nanoscale surface-doping approach
journal, December 2014

  • Lu, Jun; Zhan, Chun; Wu, Tianpin
  • Nature Communications, Vol. 5, Issue 1
  • DOI: 10.1038/ncomms6693

Feasibility study of x-ray diffraction computed tomography for medical imaging
journal, October 1998


X-ray diffraction computed tomography: X-ray diffraction computed tomography
journal, July 1987

  • Harding, G.; Kosanetzky, J.; Neitzel, U.
  • Medical Physics, Vol. 14, Issue 4
  • DOI: 10.1118/1.596063

“Electrochemical Shock” of Intercalation Electrodes: A Fracture Mechanics Analysis
journal, January 2010

  • Woodford, William H.; Chiang, Yet-Ming; Carter, W. Craig
  • Journal of The Electrochemical Society, Vol. 157, Issue 10
  • DOI: 10.1149/1.3464773

Review—Manganese Dissolution from Spinel Cathode: Few Unanswered Questions
journal, December 2016

  • Bhandari, Arihant; Bhattacharya, Jishnu
  • Journal of The Electrochemical Society, Vol. 164, Issue 2
  • DOI: 10.1149/2.0101614jes

Connecting Particle Fracture with Electrochemical Impedance in Li X Mn 2 O 4
journal, January 2017

  • McGrogan, Frank P.; Bishop, Sean R.; Chiang, Yet-Ming
  • Journal of The Electrochemical Society, Vol. 164, Issue 14
  • DOI: 10.1149/2.0941714jes

Mesopores inside electrode particles can change the Li-ion transport mechanism and diffusion-induced stress
journal, August 2010

  • Harris, Stephen J.; Deshpande, Rutooj D.; Qi, Yue
  • Journal of Materials Research, Vol. 25, Issue 8
  • DOI: 10.1557/jmr.2010.0183

Homogeneity of lithium distribution in cylinder-type Li-ion batteries
preprint, January 2015


X-Ray Diffraction Computed Tomography for Structural Analysis of Electrode Materials in Batteries
text, January 2015

  • Jensen, Kirsten M. Ø.; Yang, Xiaohao; Laveda, Josefa Vidal
  • Columbia University
  • DOI: 10.7916/d8ms3t86