TY - JOUR
T1 - Multi-objective optimization of hybrid preheating strategies for Lithium-ion batteries in low temperature
AU - Zhang, Tianyi
AU - Wang, Yifan
AU - Yu, Yulong
AU - Chen, Lei
AU - Tao, Wen Quan
N1 - Publisher Copyright:
© 2024 Elsevier Ltd
PY - 2025/2/15
Y1 - 2025/2/15
N2 - The low thermal conductivity of Lithium-ion Batteries (LIBs) can result in significant temperature gradients within the LIB, if external preheating rapidly. In contrast, pulse current preheating, although slower, can realize a more uniform temperature distribution. This study combines Positive Temperature Coefficient (PTC) film heating and pulse current heating to investigate the combined effects of external and internal preheating. A three-dimensional thermal-electrochemical coupled model of LIB packs is constructed to accurately simulate the temperature field and electrochemical reactions during the preheating process. Moreover, the effects of PTC heating power, switching temperature, discharge duration, and resting duration on preheating performance are investigated. Furthermore, an L16 orthogonal array is constructed using preheating time, temperature difference, and coefficient of performance (COP) as response variables, and multivariate variance analysis and multi-objective optimization are performed to determine the hybrid preheating strategy with the shortest preheating time, smallest temperature difference, and highest COP. Ultimately, through preheating triangle analysis, a balanced preheating strategy is identified that controls the temperature difference within 2 °C, achieves a heating rate of 5.36 °C/min, and attains a COP of 0.828.
AB - The low thermal conductivity of Lithium-ion Batteries (LIBs) can result in significant temperature gradients within the LIB, if external preheating rapidly. In contrast, pulse current preheating, although slower, can realize a more uniform temperature distribution. This study combines Positive Temperature Coefficient (PTC) film heating and pulse current heating to investigate the combined effects of external and internal preheating. A three-dimensional thermal-electrochemical coupled model of LIB packs is constructed to accurately simulate the temperature field and electrochemical reactions during the preheating process. Moreover, the effects of PTC heating power, switching temperature, discharge duration, and resting duration on preheating performance are investigated. Furthermore, an L16 orthogonal array is constructed using preheating time, temperature difference, and coefficient of performance (COP) as response variables, and multivariate variance analysis and multi-objective optimization are performed to determine the hybrid preheating strategy with the shortest preheating time, smallest temperature difference, and highest COP. Ultimately, through preheating triangle analysis, a balanced preheating strategy is identified that controls the temperature difference within 2 °C, achieves a heating rate of 5.36 °C/min, and attains a COP of 0.828.
KW - Hybrid preheating
KW - Lithium-ion batteries
KW - Low temperature
KW - Orthogonal analysis
UR - http://www.scopus.com/inward/record.url?scp=85213249490&partnerID=8YFLogxK
U2 - 10.1016/j.est.2024.115187
DO - 10.1016/j.est.2024.115187
M3 - Article
AN - SCOPUS:85213249490
SN - 2352-152X
VL - 109
JO - Journal of Energy Storage
JF - Journal of Energy Storage
M1 - 115187
ER -