# In Field Car Battery testing

I need to determine the "health" of car batteries in the field.

My objective is to predict when a car battery is likely to fail from data collected while the vehicle is in use. I am targeting 3 states - good Battery, Battery needs charging, Bad battery needs replacing.

In preparation, I will be testing batteries with various states of charge in a garage environment measuring voltage and current using automotive battery testers, current clamps and Oscilloscope and checking if the engine starts.

In the field I have the capability to measure voltage at 100Hz at every cranking event for a period of 5 seconds. In addition I can measure engine temperature, ambient temperature (but not battery Temp), Trip details - Duration, time of trip, engine size, time for engine to start.

I am unable to measure current remotely in the field.

The intention is to then "Prove" that the status of the battery condition in the field matches that of the measure in the garage.

Does my proposed experiment seem logical?

Are there any other factors that i should consider? I can then determine if I am capable of measuring them.

Any other input on the subject of developing the algorithm would also be welcome

• (assuming la batteries here) Things like simple voltage or acidity tests will tell you a good estimate of the percentage of a battery, but the capacity will only be available if you draw some of it and calculate/estimate on how much you have drawn. – PlasmaHH Dec 17 '15 at 13:20
• How large is your sample of batteries going to be? – pjc50 Dec 17 '15 at 13:28
• Have you tried googling for a method? – Andy aka Dec 17 '15 at 14:10
• Kepp in mind that you have a significant temperature dependency. The cranking will require more current in cold wheather while at the same time the battery delivers less. – Turbo J Dec 17 '15 at 15:43
• Sample size is 10K vehicles when in the field for a 1 year period, therefore many thousands of cranking events will be recorded. – Gareth Adams Dec 17 '15 at 16:27