TY - JOUR
T1 - A new zero-dimensional dynamic model to study the capacity loss mechanism of vanadium redox flow batteries
AU - Wang, Hao
AU - Pourmousavi, S. Ali
AU - Li, Yifeng
AU - Soong, Wen L.
AU - Zhang, Xinan
AU - Xiong, Bingyu
PY - 2024/5/30
Y1 - 2024/5/30
N2 - The study of the capacity loss mechanisms of vanadium redox flow batteries (VRFBs) is important for optimising battery design and performance. To facilitate this, a new zero-dimensional (0-D) dynamic model is proposed in this study that considers different electrolyte transfer (osmosis and electro-osmosis) and vanadium species crossover (convection, electro-migration and diffusion) mechanisms based on the configuration of a 5 kW/3 kWh VRFB system with cation membranes (Nafion 115). The proposed model is validated under three constant current regimes and achieves a mean absolute error (MAE) of less than 2%. Furthermore, its accuracy in estimating capacity over 100 cycles is evaluated using the experimental results of a single-cell VRFB system, which achieves a low MAE of 1.9%. Most importantly, an in-depth analysis of the capacity loss mechanism, including the electrolyte volume transfer, electrolyte imbalance, and electrolyte flow rate, is conducted under different constant current and flow rate regimes. The influence of all electrolyte transfer and crossover mechanisms mentioned above are carefully examined and discussed. This work offers practical recommendations to mitigate capacity loss. Furthermore, the proposed model facilitates the development of electrolyte re-balancing techniques and advanced optimisation methods for optimal battery operation with low computational requirements for battery management systems (BMS).
AB - The study of the capacity loss mechanisms of vanadium redox flow batteries (VRFBs) is important for optimising battery design and performance. To facilitate this, a new zero-dimensional (0-D) dynamic model is proposed in this study that considers different electrolyte transfer (osmosis and electro-osmosis) and vanadium species crossover (convection, electro-migration and diffusion) mechanisms based on the configuration of a 5 kW/3 kWh VRFB system with cation membranes (Nafion 115). The proposed model is validated under three constant current regimes and achieves a mean absolute error (MAE) of less than 2%. Furthermore, its accuracy in estimating capacity over 100 cycles is evaluated using the experimental results of a single-cell VRFB system, which achieves a low MAE of 1.9%. Most importantly, an in-depth analysis of the capacity loss mechanism, including the electrolyte volume transfer, electrolyte imbalance, and electrolyte flow rate, is conducted under different constant current and flow rate regimes. The influence of all electrolyte transfer and crossover mechanisms mentioned above are carefully examined and discussed. This work offers practical recommendations to mitigate capacity loss. Furthermore, the proposed model facilitates the development of electrolyte re-balancing techniques and advanced optimisation methods for optimal battery operation with low computational requirements for battery management systems (BMS).
KW - Battery management
KW - Battery modelling
KW - Capacity loss
KW - SOH estimation
KW - Vanadium redox flow battery
UR - http://www.scopus.com/inward/record.url?scp=85189497493&partnerID=8YFLogxK
U2 - 10.1016/j.jpowsour.2024.234428
DO - 10.1016/j.jpowsour.2024.234428
M3 - Article
AN - SCOPUS:85189497493
SN - 0378-7753
VL - 603
JO - Journal of Power Sources
JF - Journal of Power Sources
M1 - 234428
ER -