All of this charge data is collected with an inherent selection bias so it's not appropriate to use it to define a lower bound for any given charge profile. Our charge sessions from yesterday are a great example. I didn't include them because they didn't represent extreme cases. Basically, this is a small sample size, non-randomized dataset that's not useful for statistical analysis.An 'A' for effort.
Great ;-)
@Zoomit,
The data is getting too noisy for me. How about using error bars ?
This begs the question of why I was interested in collecting the data. The abetterrouteplanner data on charge sessions were surprisingly variable. I hoped that the On-Route Battery Warmup would standardize the charging profiles and I was curious to use the new profiles to update my optimized charging models. I'm sure ORBW helped but the charging profiles obviously still vary quite a bit. I'll still create an generalized charging profile, but the batteries remain finicky.
It's fair to pull some trends from the 11 samples:
- There's frequent "stair stepping" when starting at low SOC. For LR batteries, that starts at 60 kW and later at ~110kW.
- It appears the maximum power is stall power limited not battery amperage limited. This is consistent with faster charging possible in the future on V3 Superchargers. This is based on many of the sessions plateauing at a constant power.
- The plateau levels are likely lowered from 150kW due to accessory power use in the car. Battery thermal management and HVAC are the two most likely high consumers. We could guess that 2-6kW is typical and that sounds about right.
- It appears there are at least two somewhat-distinct taper profiles from high power, both are similar taper rates but separated by ~5% battery level. One might start around 40% and the other at 45%. The V3 profile might have the same 45% initial taper point but a slower taper rate.
- All the profiles seem to converge around 75%.