Predicting the formation of mud cracks in Li-ion battery electrodes during the drying process with in situ X-ray computed tomography
Predicting the formation of mud cracks in Li-ion battery electrodes during the drying process with in situ X-ray computed tomography
Drying of slurry cast electrodes is amongst the most energy intensive unit operations in battery manufacture. In spite of this, the optimisation of drying processes has been highly empirical, and there remains limited understanding of the interplay between drying dynamics and resulting microstructure. In this work, we used synchrotron X-ray computed microtomography in order to study the formation of mud cracks during the drying process, and evaluate their impact on the electrode microstructure. This was achieved by applying a reduced drying rate, which proved to be an effective means of studying the drying mechanism with a greater resolution and image contrast than otherwise possible. The rate of crack growth is measured, and the differing crack morphology resultant from changes in thickness (between 300 and 800 µm doctor blade gaps) and the presence of air bubbles in the slurry is demonstrated. Digital volume correlation is utilised to identify the specific location of crack formation before these cracks were visible, suggesting image correlation methods as an appropriate tool for process feedback in order to control or eliminate mud cracking. This new approach which enables direct quantification of the evolving microstructure during dynamic drying, in 3D, is therefore transformative in our understanding of the underlying physical processes and will guide rational optimisation of this industrially significant process.
Dawson, Will J.
82f6f84b-9b5b-4985-84fd-0554399b235c
Morrison, Andrew R.T.
16fa5f9d-575b-478c-bd6a-bc81f85c67aa
Tonge, Simon M.
bff2d5b6-1d17-43b7-a96b-fd31ee47fb43
Jones, Matthew P.
2faf15a5-fcd2-498d-875c-4cc427bf4425
Coke, Kofi
8f4c64bd-d284-4904-b91d-e244141a227b
Antony, Isabel C.
1b5e3dda-ca0a-40b9-9323-273792b951d4
Wanelik, Kaz
7f45a4eb-83ea-4b4a-bc00-10073a2b97c4
Kachkanov, Vyacheslav
113bbc72-2cca-4630-98e5-bba74a286883
Paul, Partha P.
7f3dd6dd-4239-4c12-be29-4c89dc8b0008
Lukić, Bratislav
3c9f7dfe-c006-4083-b10c-32216efb46dc
Young, Robert Scott
94ff448f-ac4e-4ca3-9022-58855547f755
Zuhair, Zifa
8f211974-9a9d-458a-a0d5-87aebaeab1e8
Parker, James
07c9ca4d-8828-4d48-ab93-ff7ff47322c4
Kesuma, Inez
5c71a7d4-c006-4883-bffb-899240bf20d3
Giri, Gargi
80da2b3d-e1e4-4655-a627-578fbe1e368c
Bird, Liam
f1a1e8cd-9ca3-490f-a411-bf0b362c52a8
Rettie, Alexander J.E.
0a4cccee-a23d-4d3d-9cbb-dc15dbdfc7b1
Jervis, Rhodri
cb36dd3b-62e4-41af-9278-4ef2a9a632bc
Robinson, James B.
b1ecc436-c239-441f-83d6-3fd3f263a67d
Cumming, Denis
d79271fa-333d-4ad0-8d44-9fa27d0d7841
Miller, Thomas S.
718edcd9-30f7-4bad-a1a1-b776943ae4b0
Shearing, Paul R.
cceb19d5-0e2a-45f9-be1a-5b3cfa1df0ac
Dawson, Will J.
82f6f84b-9b5b-4985-84fd-0554399b235c
Morrison, Andrew R.T.
16fa5f9d-575b-478c-bd6a-bc81f85c67aa
Tonge, Simon M.
bff2d5b6-1d17-43b7-a96b-fd31ee47fb43
Jones, Matthew P.
2faf15a5-fcd2-498d-875c-4cc427bf4425
Coke, Kofi
8f4c64bd-d284-4904-b91d-e244141a227b
Antony, Isabel C.
1b5e3dda-ca0a-40b9-9323-273792b951d4
Wanelik, Kaz
7f45a4eb-83ea-4b4a-bc00-10073a2b97c4
Kachkanov, Vyacheslav
113bbc72-2cca-4630-98e5-bba74a286883
Paul, Partha P.
7f3dd6dd-4239-4c12-be29-4c89dc8b0008
Lukić, Bratislav
3c9f7dfe-c006-4083-b10c-32216efb46dc
Young, Robert Scott
94ff448f-ac4e-4ca3-9022-58855547f755
Zuhair, Zifa
8f211974-9a9d-458a-a0d5-87aebaeab1e8
Parker, James
07c9ca4d-8828-4d48-ab93-ff7ff47322c4
Kesuma, Inez
5c71a7d4-c006-4883-bffb-899240bf20d3
Giri, Gargi
80da2b3d-e1e4-4655-a627-578fbe1e368c
Bird, Liam
f1a1e8cd-9ca3-490f-a411-bf0b362c52a8
Rettie, Alexander J.E.
0a4cccee-a23d-4d3d-9cbb-dc15dbdfc7b1
Jervis, Rhodri
cb36dd3b-62e4-41af-9278-4ef2a9a632bc
Robinson, James B.
b1ecc436-c239-441f-83d6-3fd3f263a67d
Cumming, Denis
d79271fa-333d-4ad0-8d44-9fa27d0d7841
Miller, Thomas S.
718edcd9-30f7-4bad-a1a1-b776943ae4b0
Shearing, Paul R.
cceb19d5-0e2a-45f9-be1a-5b3cfa1df0ac
Dawson, Will J., Morrison, Andrew R.T., Tonge, Simon M., Jones, Matthew P., Coke, Kofi, Antony, Isabel C., Wanelik, Kaz, Kachkanov, Vyacheslav, Paul, Partha P., Lukić, Bratislav, Young, Robert Scott, Zuhair, Zifa, Parker, James, Kesuma, Inez, Giri, Gargi, Bird, Liam, Rettie, Alexander J.E., Jervis, Rhodri, Robinson, James B., Cumming, Denis, Miller, Thomas S. and Shearing, Paul R.
(2026)
Predicting the formation of mud cracks in Li-ion battery electrodes during the drying process with in situ X-ray computed tomography.
EES Batteries.
(doi:10.1039/d5eb00201j).
Abstract
Drying of slurry cast electrodes is amongst the most energy intensive unit operations in battery manufacture. In spite of this, the optimisation of drying processes has been highly empirical, and there remains limited understanding of the interplay between drying dynamics and resulting microstructure. In this work, we used synchrotron X-ray computed microtomography in order to study the formation of mud cracks during the drying process, and evaluate their impact on the electrode microstructure. This was achieved by applying a reduced drying rate, which proved to be an effective means of studying the drying mechanism with a greater resolution and image contrast than otherwise possible. The rate of crack growth is measured, and the differing crack morphology resultant from changes in thickness (between 300 and 800 µm doctor blade gaps) and the presence of air bubbles in the slurry is demonstrated. Digital volume correlation is utilised to identify the specific location of crack formation before these cracks were visible, suggesting image correlation methods as an appropriate tool for process feedback in order to control or eliminate mud cracking. This new approach which enables direct quantification of the evolving microstructure during dynamic drying, in 3D, is therefore transformative in our understanding of the underlying physical processes and will guide rational optimisation of this industrially significant process.
Text
d5eb00201j
- Version of Record
More information
Accepted/In Press date: 20 January 2026
e-pub ahead of print date: 12 February 2026
Additional Information:
Publisher Copyright:
This journal is © The Royal Society of Chemistry, 2026
Identifiers
Local EPrints ID: 510458
URI: http://eprints.soton.ac.uk/id/eprint/510458
PURE UUID: bcd0d65b-82ad-409d-8b14-4c74e6541fa6
Catalogue record
Date deposited: 31 Mar 2026 17:07
Last modified: 01 Apr 2026 02:14
Export record
Altmetrics
Contributors
Author:
Will J. Dawson
Author:
Andrew R.T. Morrison
Author:
Simon M. Tonge
Author:
Matthew P. Jones
Author:
Kofi Coke
Author:
Isabel C. Antony
Author:
Kaz Wanelik
Author:
Vyacheslav Kachkanov
Author:
Partha P. Paul
Author:
Bratislav Lukić
Author:
Robert Scott Young
Author:
Zifa Zuhair
Author:
James Parker
Author:
Inez Kesuma
Author:
Gargi Giri
Author:
Liam Bird
Author:
Alexander J.E. Rettie
Author:
Rhodri Jervis
Author:
James B. Robinson
Author:
Denis Cumming
Author:
Thomas S. Miller
Author:
Paul R. Shearing
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics