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Global sensitivity analysis of battery equivalent circuit model parameters

Abstract:

This paper considers one of the most commonly used equivalent circuit models (ECMs) for lithium-ion batteries and investigates the sensitivity of the model output to changes of model parameters using the Morris method. Experiments are carried out on a lithium-ion cell with nickel manganese cobalt oxide (NMC) electrode and parameters of the model are identified in the state of charge (SOC) range [100%, 10%]. Although all the model parameters do vary with SOC, global sensitivity analysis reveal...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/VPPC.2016.7791696

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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
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Institution:
University of Oxford
Oxford college:
St Hilda's College
Role:
Author
Publisher:
IEEE Publisher's website
Journal:
VPPC 2016: 13th IEEE Vehicle Power and Propulsion Conference Journal website
Host title:
2016 IEEE Vehicle Power and Propulsion Conference (VPPC)
Publication date:
2016-12-22
Acceptance date:
2016-07-31
DOI:
Source identifiers:
638308
ISBN:
9781509035281
Keywords:
Pubs id:
pubs:638308
UUID:
uuid:41b48140-4f61-450c-984f-9f667749bf28
Local pid:
pubs:638308
Deposit date:
2016-08-11

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