TY - JOUR
T1 - Ultrasonic Battery Management System for Lamb wave mode tracking on Lithium-ion pouch cells
AU - Koller, Markus
AU - Glanz, Gregor
AU - Jaber, Rebin
AU - Bergmann, Alexander
PY - 2023
Y1 - 2023
N2 - During charging and discharging, lithium-ion secondary batteries (LIBs) change their mechanical properties due to intercalation and deintercalation of lithium-ions in the electrodes. In this work, a novel ultrasonic battery management system (UBMS) with dedicated FPGA hard- and software has been developed that can track these mechanical changes by using ultrasonic sensors. In particular, the group velocity of the fundamental Lamb mode A0 is tracked and compared with the proposed simulation model. Previous studies have shown that the Young’s modulus of the anode coating changes significantly during cycling. By incorporating this information into the simulation, a change in this value will drastically affect the group velocity of the propagating wave mode A0, which can also be seen in the measurements carried out. To represent a realistic use case, the behaviour of the Lamb mode A0 is measured at different temperatures, which have a big influence on the group velocity of the propagating wave mode. The collected ultrasonic BMS data was further used to develop a state-of-charge (SOC) and temperature estimator. The accuracy of this novel method is discussed. With the addition of the ultrasonic sensors, the BMS can have a larger and better database that can be used to provide a more accurate estimate of the mechanical properties of LIBs and their SOC and temperature.
AB - During charging and discharging, lithium-ion secondary batteries (LIBs) change their mechanical properties due to intercalation and deintercalation of lithium-ions in the electrodes. In this work, a novel ultrasonic battery management system (UBMS) with dedicated FPGA hard- and software has been developed that can track these mechanical changes by using ultrasonic sensors. In particular, the group velocity of the fundamental Lamb mode A0 is tracked and compared with the proposed simulation model. Previous studies have shown that the Young’s modulus of the anode coating changes significantly during cycling. By incorporating this information into the simulation, a change in this value will drastically affect the group velocity of the propagating wave mode A0, which can also be seen in the measurements carried out. To represent a realistic use case, the behaviour of the Lamb mode A0 is measured at different temperatures, which have a big influence on the group velocity of the propagating wave mode. The collected ultrasonic BMS data was further used to develop a state-of-charge (SOC) and temperature estimator. The accuracy of this novel method is discussed. With the addition of the ultrasonic sensors, the BMS can have a larger and better database that can be used to provide a more accurate estimate of the mechanical properties of LIBs and their SOC and temperature.
KW - Lithium-ion secondary battery
KW - Lamb waves
KW - Piezoelectric transducer
KW - State estimation
KW - Battery management system
KW - Structural health monitoring
U2 - 10.1016/j.est.2023.109347
DO - 10.1016/j.est.2023.109347
M3 - Article
SN - 2352-152X
VL - 74
SP - 109347
JO - Journal of Energy Storage
JF - Journal of Energy Storage
ER -