LAUSR.org creates dashboard-style pages of related content for over 1.5 million academic articles. Sign Up to like articles & get recommendations!

Parameter optimization of an electrochemical and thermal model for a lithium-ion commercial battery

Photo from wikipedia

Abstract In this work, a LiFePO4/C commercial cylindrical battery cell is modeled with a P2D model coupled with a 2D axisymmetric heat transfer model to adequately represent the electrochemical and… Click to show full abstract

Abstract In this work, a LiFePO4/C commercial cylindrical battery cell is modeled with a P2D model coupled with a 2D axisymmetric heat transfer model to adequately represent the electrochemical and thermal responses of a battery. Charge and discharge tests at different C-rates with a controlled environment temperature are used to validate the parameters selected for the model. Some relevant parameters were obtained from literature and by opening the battery and testing the electrodes with charge and discharge protocols and SEM images. The parameters for which no direct measurement can be done and have no consensus in literature, were obtained through an optimization process using the BOBYQA optimization algorithm, which allows a substantial reduction in calculation time compared to other methods. Model simulations and experimental battery measures show good agreement with maximum RMSE of 62 mV and 0.68 ∘C, and mean relative errors of 1.76% and 2.36% for the voltage and temperature profiles in different discharge cycles.

Keywords: battery; model; optimization electrochemical; electrochemical thermal; parameter optimization

Journal Title: Journal of energy storage
Year Published: 2020

Link to full text (if available)


Share on Social Media:                               Sign Up to like & get
recommendations!

Related content

More Information              News              Social Media              Video              Recommended



                Click one of the above tabs to view related content.