Battery management system for electric vehicles
An electric vehicle system includes a battery management system that optimizes the performance and useful life of vehicle batteries by selecting the optimal batteries in an inventory for each electric vehicle mission based on the mission energy requirements, the energy storage capacities of batteries, and the predicted performance degradation of batteries.
1. A method for selecting a battery for an electric vehicle, comprising:
determining a predicted energy storage capacity degradation value of a battery by reducing an initial energy storage capacity value of the battery based at least on a number of charge cycles experienced by the battery;
electronically receiving mission information describing a route to be travelled by the electric vehicle;
electronically determining a mission energy requirement for the electric vehicle based at least partially on the mission information;
selecting the battery from a plurality of batteries based at least on the predicted energy storage capacity degradation of the battery and the mission energy requirement;
charging the selected battery based at least partially on the mission energy requirement; and
installing the battery in the electric vehicle.
2. The method of claim 1 , further comprising activating a human-readable indicator associated with the selected battery.
3. The method of claim 1 , further comprising charging the selected battery based at least partially on the mission energy requirement.
4. The method of claim 1 , wherein the predicted capacity degradation of the battery is determined based on a computer model that takes a charge level of the battery and the mission energy requirement as input parameters.
5. The method of claim 1 , wherein reducing the initial energy storage capacity value of the battery based at least on the number of charge cycles experienced by the battery includes reducing the initial energy storage capacity value by a particular amount for each of the charge cycles.
6. The method of claim 5 , wherein the particular amount is based on a reduction of energy storage capacity that was observed historically in similar batteries.
7. The method of claim 1 , wherein determining the predicted energy storage capacity degradation value of the battery further comprises reducing an initial energy storage capacity value of the battery based at least on a temperate at which the battery was discharged.