diff --git a/README.md b/README.md index e8179c7..e9ee080 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,15 @@ Battery Lifetime Analysis and Simulation Toolsuite (BLAST) provides a library of ![Example battery life predictions](example_battery_life.png) +## Caveats +These battery models predict 'expected life', that is, battery life under nominal conditions. Many types of battery failure will not be predicted by these models: +- Overcharge or overdischarge +- Impact of physical damage, vibration, or humidity +- Operating outside of manufacturer performance and environmental limits, such as voltage, temperature, and charge/discharge rate limits +- Pack performance loss due to cell-to-cell inbalance +Aging models are generally trained on a limited amount of data, that is, there is not enough information to estimate cell-to-cell variability in degradation rates. +Battery 'warranty life' is generally much more conservative than 'expected life'. + ## Citations: - Sony Murata LFP-Gr battery aging data and model - [Calendar aging data source](https://doi.org/10.1016/j.est.2018.01.019)