Battery module lithium plating reduction
A battery system includes a lithium ion battery that couples to an electrical system. The battery system also includes a battery management system that electrically couples to the lithium ion battery and controls one or more recharge parameters of the lithium ion battery. Additionally, the battery management system monitors one or more parameters of the lithium ion battery. Further, the battery management system controls the recharge parameters of the lithium ion battery based on at least one lithium plating model and the monitored parameters. Furthermore, the at least one lithium plating model indicates a relationship between the one or more parameters of the lithium ion battery and a likelihood of lithium plating occurring in the lithium ion battery.
1. A battery system, comprising:
a lithium ion battery configured to couple to an electrical system; and
a battery management system configured to electrically couple to the lithium ion battery and configured to control one or more recharge operations of the lithium ion battery based on a plurality of lithium plating models and one or more monitored parameters, wherein the plurality of lithium plating models is indicative of a relationship between the one or more monitored parameters and a likelihood of lithium plating occurring in the lithium ion battery, and wherein the plurality of lithium plating models comprises a physical model and an empirical model related to lithium plating at an anode of the lithium ion battery;
wherein the battery management system is configured to:
monitor the one or more monitored parameters of the lithium ion battery;
identify a temperature associated with the lithium ion battery based on the one or more monitored parameters;
determine which of the physical model, the empirical model, or both to use as a trigger to control the one or more recharge operations of the lithium ion battery based on the temperature in view of the one or more monitored parameters; and
control the one or more recharge operations of the lithium ion battery based on the trigger, the plurality of lithium plating models, and the one or more monitored parameters, wherein controlling the one or more recharge operations comprises modifying a current output.
2. The battery system of claim 1 , wherein the battery management system is configured to send control signals to an electric motor to control the one or more recharge operations of the lithium ion battery.
3. The battery system of claim 1 , wherein the one or more monitored parameters of the lithium ion battery comprise charge current, the temperature, state of charge, charging pulse duration, cell age, resting time, or any combination thereof.
4. The battery system of claim 3 , wherein monitoring the one or more monitored parameters of the lithium ion battery comprises monitoring a change over time of the state of charge, a resistance of the lithium ion battery, or both.
5. The battery system of claim 1 , wherein the plurality of lithium plating models comprises a reduced order electrochemical model of the lithium ion battery.
6. The battery system of claim 1 , wherein the physical model or the empirical model is configured to provide an indication of the likelihood of the lithium plating occurring at the anode.
7. The battery system of claim 1 , wherein the battery management system is configured to adjust the one or more recharge operations based on one or more effects of the one or more recharge operations on the lithium ion battery over time.
8. The battery system of claim 1 , wherein at least one lithium plating model of the plurality of lithium plating models is influenced by a battery temperature of the lithium ion battery.
9. The battery system of claim 1 , wherein determining which of the physical model, the empirical model, or both to use as a trigger to control the one or more recharge operations of the lithium ion battery based on the temperature in view of the one or more monitored parameters comprises accessing a look-up table.
10. The battery system of claim 1 , wherein the lithium ion battery is configured to electrically couple in parallel to a lead-acid battery within a single housing.