A4 Vertaisarvioitu artikkeli konferenssijulkaisussa

Capacity loss estimation for li-ion batteries based on a semi-empirical model




TekijätRabah Mohammed, Immonen Eero, Shahsavari Sajad, Haghbayan Mohammad-Hashem, Murashko Kirill, Immonen Paula

ToimittajaKhalid Al-Begain, Mauro Iacono, Lelio Campanile, Andrzej Bargiela

Konferenssin vakiintunut nimiEuropean Conference on Modelling and Simulation

KustantajaEuropean Council for Modelling and Simulation

Julkaisuvuosi2021

JournalProceedings: European Conference for Modelling and Simulation

Kokoomateoksen nimiProceedings of the 35th ECMS International Conference on Modelling and Simulation ECMS 2021

Tietokannassa oleva lehden nimiProceedings - European Council for Modelling and Simulation, ECMS

Sarjan nimiCommunications of the ECMS

Numero sarjassa1

Vuosikerta35

Aloitussivu235

Lopetussivu242

ISBN978-3-937436-72-2

ISSN2522-2414

DOIhttps://doi.org/10.7148/2021-0235

Verkko-osoitehttp://www.scs-europe.net/dlib/2021/ecms2021acceptedpapers/0235_simo_ecms2021_0036.pdf

Rinnakkaistallenteen osoitehttps://research.utu.fi/converis/portal/detail/Publication/66341359


Tiivistelmä

Understanding battery capacity degradation is instrumental for designing modern electric vehicles. In this paper, a Semi-Empirical Model for predicting the Capacity Loss of Lithium-ion batteries during Cycling and Calendar Aging is developed. In order to redict the Capacity Loss with a high accuracy, battery operation data from different test conditions and different Lithium-ion batteries chemistries were obtained from literature for parameter optimization (fitting). The obtained models were then compared to experimental data for validation. Our results show that the average error between the estimated Capacity Loss and measured Capacity Loss is less than 1.5% during Cycling Aging, and less than 2% during Calendar Aging. An electric mining dumper, with simulated duty cycle data, is considered as an application example.


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Last updated on 2024-26-11 at 22:05